{"id":"W4416690778","doi":"10.46747/cfp.711112689","title":"From data to decisions","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Manitoba","funders":"","keywords":"Face (sociological concept); Primary care; Component (thermodynamics); Health care; Primary health care; MEDLINE; Resource (disambiguation)","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":[],"consensus_categories":[],"category_scores_codex":[0.04657029,0.0007682457,0.001212592,0.003959347,0.004898279,0.01865048,0.005267339,0.004248934,0.09919979],"category_scores_gemma":[0.2057259,0.0007856312,0.001040439,0.005923643,0.005743245,0.01581176,0.0101013,0.009339041,0.02824992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856684,"about_ca_system_score_gemma":0.07402524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.139142,"about_ca_topic_score_gemma":0.1166971,"domain_scores_codex":[0.9528379,0.02136752,0.002607625,0.003815592,0.0161415,0.003229854],"domain_scores_gemma":[0.8775343,0.04290914,0.003318395,0.0174924,0.0439066,0.01483917],"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":[0.0001086653,0.00004069089,0.002597004,0.0003272265,0.0000536769,0.0001300408,0.001177479,0.0002963943,0.00006042273,0.08726622,0.8038234,0.1041188],"study_design_scores_gemma":[0.00003421978,0.00001885833,0.0008283684,0.001631473,0.00002329853,0.00004981756,0.002163607,0.0002742907,0.0001476837,0.07925042,0.9155324,0.00004553311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003226305,0.006568538,0.01747982,0.6802455,0.009336803,0.0006212768,0.02224287,0.0010487,0.2592302],"genre_scores_gemma":[0.2911355,0.03868414,0.09936514,0.3158658,0.01596282,0.002193565,0.0678841,0.003999638,0.1649094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.139142,"threshold_uncertainty_score":0.3318564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416336765057115,"score_gpt":0.4371112388444722,"score_spread":0.2954775623387607,"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."}}