{"id":"W4206008322","doi":"10.3410/f.718185448.793487320","title":"Faculty Opinions recommendation of A new instrument to assess physician skill at thoracic ultrasound, including pleural effusion markup.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Thoracentesis; Intraclass correlation; Test (biology); Medical physics; Competence (human resources); Ultrasound; Pleural effusion; Physical therapy; Radiology; Psychology; Psychometrics; Clinical psychology","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":[0.00833702,0.0005153762,0.0005752594,0.001554867,0.001160346,0.002124184,0.001134234,0.003670303,0.1589714],"category_scores_gemma":[0.02778829,0.0003693205,0.0007098476,0.001853545,0.0008982603,0.001334809,0.001088204,0.00221663,0.08059351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999942,"about_ca_system_score_gemma":0.007906809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005776661,"about_ca_topic_score_gemma":0.01420626,"domain_scores_codex":[0.9926494,0.001296344,0.0008118055,0.0004747118,0.004288259,0.0004795158],"domain_scores_gemma":[0.9548845,0.004064694,0.002549482,0.001509163,0.03152537,0.005466736],"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":[0.0001669525,0.000619944,0.01254892,0.0004856166,0.00003247077,0.0002132374,0.0002051517,0.0001621745,0.004046598,0.0007958819,0.6968445,0.2838785],"study_design_scores_gemma":[0.0003110958,0.0004046396,0.03980201,0.0008587299,0.00004347281,0.0003338876,0.0005668604,0.0007626751,0.002596087,0.001535135,0.9527283,0.00005708717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.03737902,0.0057439,0.02734281,0.3285164,0.04358656,0.009043168,0.01542333,0.002118107,0.5308467],"genre_scores_gemma":[0.09517746,0.007509816,0.09717339,0.07450501,0.01459445,0.005676357,0.01418623,0.0007555854,0.6904217],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1589714,"threshold_uncertainty_score":0.5318124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000392681440835,"score_gpt":0.4277502776701824,"score_spread":0.3277110095260989,"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."}}