{"id":"W4360601122","doi":"10.3122/jabfm.2022.220171r1","title":"Priorities for Artificial Intelligence Applications in Primary Care: A Canadian Deliberative Dialogue with Patients, Providers, and Health System Leaders","year":2023,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Public Health Ontario; University of Toronto; Lunenfeld-Tanenbaum Research Institute; University of Calgary; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Primary care; Primary health care; Family medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.07040147,0.0007675048,0.0008564946,0.002008304,0.05905157,0.01467887,0.003608038,0.006027217,0.002381865],"category_scores_gemma":[0.07107867,0.001080732,0.0009872844,0.002429526,0.02618974,0.00439001,0.01388722,0.01228135,0.0002529942],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1839964,"about_ca_system_score_gemma":0.2978329,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8980727,"about_ca_topic_score_gemma":0.9262781,"domain_scores_codex":[0.9195132,0.05969689,0.00195661,0.003000818,0.006587556,0.009244934],"domain_scores_gemma":[0.8790698,0.06704946,0.003688719,0.001923975,0.01672084,0.03154722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008674282,0.00007950705,0.004864099,0.0001431657,0.00001488592,0.0008160843,0.9726353,0.0002240561,0.0004078787,0.004745379,0.006805163,0.009177719],"study_design_scores_gemma":[0.00003789302,0.00007065015,0.003568142,0.0002629772,0.00001636404,0.0001689972,0.9440658,0.0005529214,0.0002579489,0.00228031,0.04862581,0.00009220679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6589166,0.00346384,0.0121738,0.2921385,0.001050167,0.001596325,0.0003740792,0.0001545665,0.030132],"genre_scores_gemma":[0.9758008,0.0007985034,0.008352528,0.01141523,0.00005268594,0.0003123798,0.00006864102,0.00004239369,0.003156775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8160036,"threshold_uncertainty_score":0.9464485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547886082927158,"score_gpt":0.3879411229323182,"score_spread":0.2331525146396024,"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."}}