{"id":"W3199280329","doi":"10.46747/cfp.6709647","title":"Family medicine","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; College of Family Physicians of Canada","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Medicine; Family medicine; Disease; Virology; Infectious disease (medical specialty); Pathology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002745601,0.0002200224,0.000481364,0.0001927235,0.001012565,0.000008158973,0.0002616543,0.000209723,0.0001947401],"category_scores_gemma":[0.0000630108,0.0002108014,0.00008917061,0.0005910099,0.00009643252,0.0001278731,0.00005859875,0.0007025472,0.002361859],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429214,"about_ca_system_score_gemma":0.01105968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07588799,"about_ca_topic_score_gemma":0.1078427,"domain_scores_codex":[0.9974019,0.0002938283,0.000487391,0.0003965111,0.0002637942,0.001156586],"domain_scores_gemma":[0.9976249,0.0002622192,0.0001101362,0.0006412613,0.0003522613,0.001009208],"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":[0.000004792861,0.000009354495,0.001274512,0.0000959678,0.00002579079,0.0001580399,0.0003671253,4.927509e-7,0.001923307,0.01021183,0.9632115,0.02271724],"study_design_scores_gemma":[0.0005535302,0.00002917212,0.07419387,0.0001059244,0.00002382684,3.251764e-7,0.004218927,0.000004521812,0.00001484801,0.00195488,0.9186971,0.0002031412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01691509,0.003720009,0.00002698364,0.02960202,0.002673396,0.0003141509,0.0001116485,0.0001076728,0.946529],"genre_scores_gemma":[0.03942274,0.0002255044,0.0001141684,0.9464177,0.001874612,0.00005856216,0.0001979175,0.00005056234,0.01163822],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9348908,"threshold_uncertainty_score":0.9984149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0806390242091092,"score_gpt":0.3890475813157609,"score_spread":0.3084085571066517,"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."}}