{"id":"W2082166810","doi":"10.1001/jamadermatol.2013.7541","title":"Practice Gaps in Patient Safety Among Dermatology Residents and Their Teachers","year":2014,"lang":"en","type":"article","venue":"JAMA Dermatology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patient safety; Curriculum; Family medicine; Expert witness; Medical history; Dermatology; Surgery; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00120415,0.000227061,0.0006301423,0.0001743364,0.0003353609,0.00001564248,0.0002125876,0.000605753,0.000385899],"category_scores_gemma":[0.01573965,0.0001808444,0.00004200279,0.0001875992,0.0003267638,0.0005267555,0.0002625118,0.001644466,0.0003082178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008398368,"about_ca_system_score_gemma":0.0001343848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110518,"about_ca_topic_score_gemma":0.001476937,"domain_scores_codex":[0.9917638,0.005854281,0.0009938845,0.0004526415,0.0001851293,0.0007502654],"domain_scores_gemma":[0.9887509,0.009908136,0.0004527062,0.0004790443,0.0001359053,0.0002732553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003493554,0.0002228307,0.9187433,0.0003916754,0.00004725397,0.0002742267,0.03414164,0.000001764095,0.00005881745,0.007988542,0.02599703,0.01178356],"study_design_scores_gemma":[0.002041626,0.00006233059,0.2721827,0.0001943557,0.00003020846,0.000583603,0.02574614,0.000417775,0.0001316521,0.002058403,0.6963093,0.000241909],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773768,0.0004584104,0.0001989806,0.1005683,0.0004787957,0.0005808332,0.000004573344,0.00007729233,0.02025602],"genre_scores_gemma":[0.9850877,0.0002689843,0.0004404135,0.01383641,0.00009865316,0.0001149816,0.00002069357,0.00002320871,0.0001089613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6703123,"threshold_uncertainty_score":0.9925512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961850395795153,"score_gpt":0.3657204877253653,"score_spread":0.3461019837674138,"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."}}