{"id":"W3211576386","doi":"10.1503/cmaj.210229","title":"Implementing social interventions in primary care","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Psychological intervention; Primary care; Intervention (counseling); Social care; Medicine; Primary health care; General practice; Key (lock); Family medicine; Nursing; Computer science; Environmental health; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001856213,0.00007772677,0.0001676073,0.0002054856,0.0011214,0.00003950407,0.0001205607,0.0003555796,0.01390875],"category_scores_gemma":[0.001353664,0.00007736589,0.0001370231,0.0004601882,0.00001011067,0.0001406303,0.00004322418,0.001505302,0.0003132101],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006139676,"about_ca_system_score_gemma":0.03433587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720424,"about_ca_topic_score_gemma":0.3157462,"domain_scores_codex":[0.9968699,0.0009695587,0.0007234795,0.0001224914,0.0007255619,0.0005890347],"domain_scores_gemma":[0.9974735,0.0001609806,0.0002927312,0.0000539634,0.001401592,0.0006172759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001505243,0.00005784186,0.7173691,0.0001149755,0.00005972224,0.0001846723,0.01874568,0.000001980194,0.00001549806,0.003128183,0.2322082,0.02809909],"study_design_scores_gemma":[0.001298159,0.00001450338,0.5025957,0.0005851454,0.00001215959,0.00001932386,0.07448664,0.00002176352,0.000002637241,0.0002872034,0.4205542,0.0001225907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7526057,0.0007403543,0.0003221082,0.1060819,0.008380314,0.0003436477,0.00009498078,0.00003324835,0.1313978],"genre_scores_gemma":[0.9629735,0.00003409845,0.0002837758,0.0252701,0.003244243,0.00006116903,0.000317939,0.0000192955,0.007795872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3130257,"threshold_uncertainty_score":0.9976756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724637915169142,"score_gpt":0.4290411722668435,"score_spread":0.4017947931151521,"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."}}