{"id":"W3041967012","doi":"10.1515/dx-2020-0079","title":"<i>Sapere aude</i> in the diagnostic process","year":2020,"lang":"en","type":"article","venue":"Diagnosis","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Process (computing); Mathematics; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01805072,0.0008295022,0.0009948759,0.004107332,0.004037322,0.01333663,0.002513955,0.0119577,0.01246815],"category_scores_gemma":[0.05142012,0.0005846126,0.000654178,0.002079389,0.02449293,0.01375886,0.004882923,0.02079573,0.00700105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005841464,"about_ca_system_score_gemma":0.008611667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436986,"about_ca_topic_score_gemma":0.01745842,"domain_scores_codex":[0.9862961,0.007982898,0.0007881809,0.001184588,0.003071752,0.0006764288],"domain_scores_gemma":[0.9386092,0.0434312,0.001722537,0.002240495,0.01005862,0.003937846],"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":[0.00005219397,0.00002814448,0.000881615,0.0002783351,0.00002689346,0.0002684118,0.001981864,0.0001235134,0.0001243222,0.2062726,0.7390898,0.05087228],"study_design_scores_gemma":[0.00002179844,0.00002058816,0.001015771,0.00122918,0.00002179559,0.001500702,0.001428981,0.0004744244,0.0002633541,0.2226434,0.7713154,0.00006463679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005146186,0.04282134,0.01098942,0.8676882,0.03237963,0.0000284362,0.0001114384,0.0002632501,0.04520356],"genre_scores_gemma":[0.05918701,0.04109697,0.02855017,0.6993511,0.1065873,0.0002348636,0.0002106205,0.0007286778,0.06405329],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01805072,"threshold_uncertainty_score":0.09546244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937130185738696,"score_gpt":0.3404461604698064,"score_spread":0.3010748586124194,"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."}}