{"id":"W4415154877","doi":"10.46747/cfp.7110643","title":"Rapid recommendations","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Guideline; Primary care; Key (lock); Task (project management); Clinical Practice; MEDLINE; Task force","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007222948,0.0009936,0.001171206,0.003775272,0.002429979,0.008105886,0.003301996,0.01039139,0.5655311],"category_scores_gemma":[0.08087062,0.0007132955,0.002465253,0.002225054,0.001032258,0.006697189,0.004532326,0.007685451,0.3872873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004050793,"about_ca_system_score_gemma":0.01933641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026724,"about_ca_topic_score_gemma":0.02456926,"domain_scores_codex":[0.9905034,0.002801551,0.001122934,0.000754666,0.003915705,0.0009018338],"domain_scores_gemma":[0.9460564,0.007902526,0.001820298,0.003147255,0.03361817,0.007455398],"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":[0.000008225272,0.0000176731,0.00008277843,0.0001426632,0.000003718872,0.00003099709,0.00002312718,0.00001742554,0.00001310845,0.001001987,0.9558657,0.04279254],"study_design_scores_gemma":[0.00003367043,0.000009044108,0.0002163177,0.0007236315,0.00000691334,0.00006022477,0.00007971383,0.00002511083,0.00002407306,0.00175174,0.99706,0.000009486934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004590283,0.007967777,0.007998908,0.3143384,0.06567419,0.00277389,0.01741506,0.003270432,0.5801023],"genre_scores_gemma":[0.006008134,0.01595971,0.02673045,0.2015077,0.02555844,0.003473206,0.02023239,0.001522271,0.6990077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5655311,"threshold_uncertainty_score":0.6197171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603672551825373,"score_gpt":0.4306117238950292,"score_spread":0.2702444687124919,"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."}}