{"id":"W3112383600","doi":"10.46747/cfp.6612904","title":"Virtual versus in-person primary care visits","year":2020,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; Alberta Medical Association; University of Alberta","funders":"","keywords":"Primary care; Diagnostic accuracy; Medicine; Virtual patient; Computer science; Medical physics; Family medicine; Medical education; Radiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003632849,0.0001580571,0.0003309362,0.00008592938,0.00005128344,0.00001900341,0.0001114261,0.0001030844,0.000006831763],"category_scores_gemma":[0.0009970937,0.0001655565,0.0001079709,0.0003552588,0.00004572934,0.00004674552,0.00001376211,0.0002953922,0.0003844741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035442,"about_ca_system_score_gemma":0.001114239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704002,"about_ca_topic_score_gemma":0.004474265,"domain_scores_codex":[0.9988662,0.00002403343,0.0001628876,0.00034061,0.0001942414,0.0004120375],"domain_scores_gemma":[0.9979413,0.0006411837,0.00003144293,0.0002099668,0.00006039388,0.001115718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001201832,0.000180429,0.01096812,0.0001612081,0.0001687483,0.002375507,0.004564277,0.0001339911,0.002333396,0.001895497,0.08271807,0.8932989],"study_design_scores_gemma":[0.01777055,0.003954811,0.7755584,0.003110523,0.0003294182,0.000002213028,0.02107586,0.0005116422,0.0004699175,0.00002820629,0.1759961,0.001192344],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6390213,0.001081941,0.000005106621,0.003588568,0.0004670408,0.0002912058,0.00008509506,0.00006383596,0.3553959],"genre_scores_gemma":[0.8414679,0.00001649755,0.00005166794,0.1576654,0.0005127416,0.000008009968,0.0001939202,0.00002698937,0.00005690302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8921066,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618316004519936,"score_gpt":0.2762194687125258,"score_spread":0.2400363086673265,"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."}}