{"id":"W4412785861","doi":"10.46747/cfp.710708448","title":"A new chapter","year":2025,"lang":"en","type":"editorial","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; World Wide Web; Information retrieval","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":[0.002426628,0.001448428,0.001038961,0.003186163,0.00284313,0.007672518,0.001765565,0.005336413,0.2632885],"category_scores_gemma":[0.01810757,0.0006082017,0.001520157,0.001218161,0.001307428,0.005847463,0.002070006,0.009981156,0.1215829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003512027,"about_ca_system_score_gemma":0.005557317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007831057,"about_ca_topic_score_gemma":0.02097002,"domain_scores_codex":[0.9973207,0.0004256204,0.0001847175,0.000347338,0.00144312,0.0002784917],"domain_scores_gemma":[0.9877155,0.002691358,0.0004830392,0.00062007,0.006096706,0.002393371],"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":[0.000003347389,0.000002792344,0.000005480624,0.00004419998,8.64994e-7,0.00000981036,0.000006637946,0.000003130757,0.00001127797,0.0003333474,0.9945869,0.004992138],"study_design_scores_gemma":[0.000003373325,0.00000250548,0.00002622769,0.000130612,0.000001848461,0.00003853181,0.00001399637,0.000006132602,0.000009810791,0.0002354208,0.9995288,0.000002839728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000382257,0.008864312,0.0002215424,0.05684987,0.8912272,0.00005008694,0.0002814881,0.0003053715,0.04216189],"genre_scores_gemma":[0.0009615999,0.012167,0.0004462725,0.08142506,0.6829709,0.00009477464,0.0004611198,0.0004504859,0.2210227],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2632885,"threshold_uncertainty_score":0.8807877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983966210532574,"score_gpt":0.3625113608406438,"score_spread":0.332671698735318,"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."}}