{"id":"W3179279456","doi":"10.46747/cfp.6707479","title":"Ten years of the Primary Care Assessment Tool in<i>Canadian Family Physician:</i>what is next?","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Primary care; Family medicine; Primary health care; Medicine; Primary care physician; Data science; Computer science; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02714108,0.0007106352,0.0009409156,0.00438681,0.005231216,0.004804811,0.002607997,0.003136717,0.003468709],"category_scores_gemma":[0.05453785,0.0004691903,0.0006305507,0.007814436,0.007046038,0.004083019,0.003628397,0.006915958,0.0009830592],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04626635,"about_ca_system_score_gemma":0.09675153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8209392,"about_ca_topic_score_gemma":0.8944858,"domain_scores_codex":[0.9823728,0.004466425,0.00135419,0.001141184,0.00950623,0.001159112],"domain_scores_gemma":[0.9641075,0.01006093,0.00178173,0.001036047,0.01943054,0.003583163],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009129755,0.0002129947,0.03314735,0.002407896,0.00005343817,0.0003662419,0.01566479,0.000255354,0.0004804862,0.02192531,0.2071897,0.7182052],"study_design_scores_gemma":[0.00003957598,0.0001596295,0.1034693,0.01732516,0.0001056558,0.001045045,0.01233175,0.0005851476,0.00076513,0.008265955,0.8556219,0.0002857804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03459144,0.2937252,0.01801236,0.5196595,0.01408867,0.001343169,0.003602082,0.0004155517,0.1145621],"genre_scores_gemma":[0.4114498,0.2988964,0.1141928,0.1296453,0.01040244,0.002124445,0.005597979,0.0006035937,0.02708725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9728589,"threshold_uncertainty_score":0.3602306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147115937892431,"score_gpt":0.3348745032970413,"score_spread":0.303403343918117,"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."}}