{"id":"W3191858576","doi":"10.46747/cfp.6708e227","title":"“Meet and greets” in family practice","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Data science; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.0003791268,0.0001837775,0.0003644925,0.0002067742,0.0005204572,0.00002009478,0.0001467508,0.0002027984,0.00001809644],"category_scores_gemma":[0.0001471651,0.0002032925,0.00004539399,0.0005135708,0.00005273163,0.0003241212,0.00007445086,0.0006453511,0.0002949049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149252,"about_ca_system_score_gemma":0.008594974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1015289,"about_ca_topic_score_gemma":0.3482234,"domain_scores_codex":[0.9976199,0.0004553408,0.0004073895,0.000393587,0.0001769522,0.0009467944],"domain_scores_gemma":[0.9980903,0.0005257628,0.0001079844,0.0004110926,0.0002207412,0.0006440629],"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":[0.00004473077,0.00007453685,0.01541849,0.0004316644,0.0000550794,0.00128826,0.002557763,0.00000274273,0.001472564,0.02740894,0.8827793,0.06846595],"study_design_scores_gemma":[0.0005521185,0.00002083203,0.1513162,0.00007750132,0.00001387516,9.762038e-7,0.009146331,0.00000923563,0.000005385266,0.001057776,0.8376072,0.0001926018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09066775,0.004733971,0.000006065523,0.02730078,0.0009731375,0.0004253579,0.0001341403,0.00004898858,0.8757098],"genre_scores_gemma":[0.09340955,0.0004357602,0.0003475264,0.9029021,0.0004115718,0.00006371029,0.00005357826,0.00003966213,0.002336494],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8756014,"threshold_uncertainty_score":0.9970254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05079950826449989,"score_gpt":0.3778927078129443,"score_spread":0.3270931995484444,"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."}}