{"id":"W3090300286","doi":"10.22454/fammed.2020.271478","title":"The Critical Thinking Skills of Practicing Family Physicians: A Population-Based Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"Family Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Family medicine; Cross-sectional study; Medicine; Univariate; Population; Multivariate analysis; Regression analysis; Multivariate statistics; Psychology; Internal medicine; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001292049,0.0002229407,0.0006205858,0.0000634073,0.0003429516,0.00003483769,0.0002056416,0.0001132115,0.00004698987],"category_scores_gemma":[0.1400244,0.000142847,0.0001565619,0.000470009,0.0003775072,0.00007609469,0.00005384531,0.0005434173,0.0000270397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005823997,"about_ca_system_score_gemma":0.0002448714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006965664,"about_ca_topic_score_gemma":0.000007614795,"domain_scores_codex":[0.9967559,0.0001779472,0.00100785,0.0004491951,0.001269423,0.0003397029],"domain_scores_gemma":[0.9653777,0.0332144,0.0002701243,0.0004021709,0.0004650234,0.0002705471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004753434,0.000798471,0.9915311,0.0000556378,0.0001061714,0.00006736979,0.001172869,0.0001666485,0.0007848041,0.0003883997,0.002238151,0.002214971],"study_design_scores_gemma":[0.003671521,0.002175912,0.9879568,0.001185004,0.0002545976,0.000005765939,0.002213457,0.001635576,0.00004025053,0.0003470927,0.0003859699,0.0001280209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838813,0.0006286259,0.001325288,0.01108141,0.0008385454,0.000638275,0.00001126715,0.0001158445,0.001479466],"genre_scores_gemma":[0.9855782,0.0000312489,0.000513186,0.01234156,0.001347535,0.00002911066,0.00005036873,0.00003364058,0.00007508607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1387324,"threshold_uncertainty_score":0.8672195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818993975072282,"score_gpt":0.417784001645849,"score_spread":0.3495940618951262,"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."}}