{"id":"W4405073723","doi":"10.46747/cfp.701112689","title":"Typology of virtual primary care in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Institute of Health Economics; Women's College Hospital","funders":"","keywords":"Typology; Primary care; Computer science; Data science; World Wide Web; Medicine; Family medicine; Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009124373,0.0000898807,0.0002262574,0.0001698316,0.00001645402,0.000005816178,0.00006671374,0.00004386814,0.00001128037],"category_scores_gemma":[0.00005451224,0.00009490117,0.00004273808,0.0003143405,0.00003701007,0.00007090023,0.00001278661,0.0002140824,0.00002568612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002416382,"about_ca_system_score_gemma":0.01793135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9919947,"about_ca_topic_score_gemma":0.9988344,"domain_scores_codex":[0.9989715,0.00003538437,0.0004019811,0.0001928405,0.0001518182,0.0002464242],"domain_scores_gemma":[0.999291,0.0001936634,0.00003981757,0.0001837026,0.0000793606,0.0002124453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232808,0.00003503766,0.008245059,0.0005682188,0.0001330581,0.001123368,0.0005099602,0.0001148194,0.005921866,0.004085117,0.08654755,0.8925927],"study_design_scores_gemma":[0.002080044,0.0007033981,0.4049841,0.0007589379,0.00026361,0.000009949919,0.03030082,0.0007841146,0.0006543192,0.0004474688,0.5585187,0.0004945099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915591,0.001674098,0.000008972884,0.003339741,0.0008988977,0.0003342208,0.0002599436,0.00001731025,0.1019077],"genre_scores_gemma":[0.9353589,0.00002048082,0.00006519882,0.06405985,0.0001634986,0.000006692474,0.0002496628,0.00001886788,0.00005686159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8920981,"threshold_uncertainty_score":0.9876361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804061370980156,"score_gpt":0.3594606948874286,"score_spread":0.291420081177627,"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."}}