{"id":"W4405073514","doi":"10.46747/cfp.701112683_1","title":"Response","year":2024,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003356708,0.000836315,0.001098168,0.0006816351,0.004166019,0.002725848,0.002325312,0.03052283,0.02603056],"category_scores_gemma":[0.03145551,0.0006718404,0.001044782,0.0005691061,0.001972519,0.002571311,0.002341241,0.02882653,0.01888926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005586857,"about_ca_system_score_gemma":0.006684814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067403,"about_ca_topic_score_gemma":0.0210237,"domain_scores_codex":[0.9963853,0.0009617421,0.0003379141,0.000496163,0.00121061,0.0006082755],"domain_scores_gemma":[0.9883478,0.003590865,0.0008001964,0.000314199,0.004667293,0.002279578],"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":[0.00001598627,0.000005874877,0.0001642372,0.00001703076,0.000002920312,0.0001820895,0.00005560909,0.00001069879,0.00002852643,0.0002610843,0.998127,0.001128991],"study_design_scores_gemma":[0.00005108145,0.00004541645,0.001297502,0.0002593875,0.00001180748,0.001314623,0.0009648073,0.0001626711,0.0001483747,0.001284096,0.9943915,0.00006869775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000263779,0.0003824622,0.00006868978,0.9804719,0.01559017,0.00003190249,0.0002436365,0.0000940125,0.002853492],"genre_scores_gemma":[0.001358787,0.0001498523,0.00006911728,0.9883106,0.003636197,0.00004276139,0.00004579169,0.00001933043,0.006367559],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03052283,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813333442420773,"score_gpt":0.3689898529155465,"score_spread":0.3108565184913388,"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."}}