{"id":"W2987182583","doi":"10.1182/blood-2019-123284","title":"Exploring the Basis and Acceptability of Practice Variation Among Thrombosis Medicine Specialists: A Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Calgary","funders":"","keywords":"Medicine; Thrombosis; Subspecialty; Venous thrombosis; Pulmonary embolism; Family medicine; Deep vein; Intensive care medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05612353,0.0004835466,0.001158625,0.003239539,0.004398357,0.00590593,0.002167083,0.001598558,0.001862938],"category_scores_gemma":[0.095888,0.001069156,0.0009627518,0.003152031,0.00408564,0.003374737,0.00443398,0.001777171,0.000241723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116538,"about_ca_system_score_gemma":0.008959129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164897,"about_ca_topic_score_gemma":0.05294493,"domain_scores_codex":[0.9299673,0.04954053,0.006319391,0.003117805,0.007684037,0.003370899],"domain_scores_gemma":[0.8961976,0.07608554,0.01241675,0.003363671,0.009304309,0.002632072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002739515,0.0004214211,0.1483393,0.0005735848,0.0001264973,0.0005807527,0.8362098,0.00006130047,0.000572973,0.0005697912,0.0003540632,0.01191653],"study_design_scores_gemma":[0.0000795168,0.0009275243,0.1018427,0.000673769,0.0000689456,0.0004609184,0.8910389,0.0006183407,0.000373817,0.0004265476,0.003402939,0.00008615094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972087,0.0002247921,0.0008179889,0.000322186,0.000008611207,0.0006519018,0.0001109494,0.000004412408,0.0006505987],"genre_scores_gemma":[0.995008,0.0002981048,0.002172059,0.0005943602,0.00001351032,0.001465885,0.000101719,0.000009837509,0.0003364985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05612353,"threshold_uncertainty_score":0.2968131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07118699647964441,"score_gpt":0.4073209825127113,"score_spread":0.3361339860330669,"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."}}