{"id":"W2005644227","doi":"10.2310/7750.2012.12016","title":"Teaching Dermatology to Internal Medicine Residents: Needs Assessment Survey and Possible Directions","year":2013,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Dermatology; Respondent; Ambulatory; Specialty; Internal medicine; Emergency medicine; Family medicine","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":[0.007386721,0.0001979931,0.000285941,0.001102983,0.001035873,0.0006462624,0.0005558734,0.0007214772,0.00177648],"category_scores_gemma":[0.01736861,0.000322613,0.0003958424,0.00142434,0.0003565773,0.0010091,0.0009709145,0.0006639207,0.000293264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210031,"about_ca_system_score_gemma":0.004561742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157634,"about_ca_topic_score_gemma":0.02004135,"domain_scores_codex":[0.9968893,0.001243097,0.0004151364,0.0001003314,0.0007217302,0.0006304268],"domain_scores_gemma":[0.9904104,0.002174014,0.002160485,0.0001484757,0.002673135,0.002433476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001811583,0.0007734137,0.9375706,0.0004731665,0.00002982107,0.000567504,0.01494117,0.0001498373,0.0005683971,0.0001193933,0.004983359,0.03964221],"study_design_scores_gemma":[0.00004552718,0.0008072645,0.9606255,0.0002318517,0.00001225352,0.0004192031,0.03380946,0.0004999227,0.0001802547,0.00007018185,0.003280687,0.00001797628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936777,0.0002743556,0.0001678076,0.003619467,0.00003762496,0.0004037686,0.0003982974,0.0000129889,0.001407949],"genre_scores_gemma":[0.9952453,0.0007466823,0.001563451,0.0009513469,0.00004747938,0.000544108,0.0004037745,0.000004539892,0.0004933384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157634,"threshold_uncertainty_score":0.03906512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490429782730116,"score_gpt":0.3082793939509067,"score_spread":0.2833750961236056,"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."}}