{"id":"W4387023071","doi":"10.1503/cmaj.230237","title":"Preventive care recommendations to promote health equity","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Women's College Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Guideline; Outreach; Health care; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.05036545,0.002412186,0.002462678,0.008148683,0.003469966,0.006541344,0.007813012,0.01516245,0.02028836],"category_scores_gemma":[0.2131742,0.001591869,0.005474519,0.004849258,0.003109789,0.005602572,0.006759871,0.01313022,0.006494977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01755222,"about_ca_system_score_gemma":0.119381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1849428,"about_ca_topic_score_gemma":0.2384193,"domain_scores_codex":[0.9289388,0.03229946,0.01163394,0.002176535,0.0202716,0.004679694],"domain_scores_gemma":[0.8235695,0.04541356,0.01265977,0.005388413,0.1012702,0.01169856],"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":[0.00005818593,0.0002181999,0.002480659,0.01313205,0.0002820453,0.0002559393,0.001574447,0.0007757792,0.0002501729,0.01070078,0.8104277,0.159844],"study_design_scores_gemma":[0.0005647307,0.0001314778,0.006883573,0.09970297,0.0007621006,0.0002690555,0.001728222,0.0008327044,0.0004565376,0.0184624,0.8700139,0.0001924291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001991506,0.03899793,0.01965412,0.8231147,0.01528604,0.01163259,0.008346912,0.001420895,0.07955527],"genre_scores_gemma":[0.03893841,0.09722292,0.3161686,0.4752631,0.007977547,0.02483425,0.01346102,0.0004166654,0.02571758],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1849428,"threshold_uncertainty_score":0.3677326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936645862274347,"score_gpt":0.3785076144003444,"score_spread":0.3491411557776009,"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."}}