{"id":"W6977495972","doi":"10.6084/m9.figshare.25763086","title":"Additional file 2 of Harmonization of clinical practice guidelines for primary prevention and screening: actionable recommendations and resources for primary care","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; College of Physicians and Surgeons of Ontario; Memorial University of Newfoundland; Ontario Institute for Cancer Research; Alberta Health Services; Women's College Hospital; Canadian Cancer Society; University of Toronto; University of Alberta","funders":"","keywords":"Primary care; Harmonization; Clinical Practice; MEDLINE; Primary health care; Primary prevention","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"grok","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004872027,0.001139984,0.00241139,0.006784275,0.0008953605,0.002498385,0.002329443,0.002158909,0.9080676],"category_scores_gemma":[0.1003213,0.001017367,0.001940764,0.01224975,0.0004437537,0.003589509,0.001978053,0.001351943,0.188037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002348748,"about_ca_system_score_gemma":0.004272525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695136,"about_ca_topic_score_gemma":0.02424596,"domain_scores_codex":[0.9963461,0.001094522,0.001190427,0.0005085755,0.0005618898,0.000298463],"domain_scores_gemma":[0.8930377,0.08936233,0.005432708,0.002104902,0.008894635,0.001167795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000307851,0.00004020028,0.0008049697,0.01381373,0.00007243646,0.0000280184,0.00007646373,0.0001886999,0.00001858129,0.0007987945,0.9760891,0.007761147],"study_design_scores_gemma":[0.01148183,0.0002598126,0.02309816,0.03430298,0.0008076503,0.0004093187,0.000879394,0.001255034,0.0002977042,0.01469607,0.9123003,0.0002116815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007827279,0.0000915065,0.0001773052,0.0003309328,0.00004249555,0.0003213931,0.9969057,0.0001509111,0.001901393],"genre_scores_gemma":[0.01189011,0.001262671,0.007562033,0.002789585,0.000456929,0.01232398,0.9397727,0.001395689,0.02254637],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9080676,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3748566382836402,"score_gpt":0.5343517686707313,"score_spread":0.1594951303870911,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}