{"id":"W7097296943","doi":"","title":"BASIC/CLINICAL SCIENCE Teaching Dermatology to Internal Medicine Residents: Needs Assessment Survey and Possible Directions","year":2016,"lang":"en","type":"article","venue":"","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Ambulatory; Specialty; Needs assessment; MEDLINE; Aromatherapy; Clinical Practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007915057,0.0001959611,0.0003007038,0.001275135,0.001152916,0.0007618342,0.0005977126,0.0007576134,0.001968843],"category_scores_gemma":[0.01607448,0.0003419221,0.0004534292,0.001667886,0.0004432311,0.001213609,0.001038076,0.0006899757,0.0003038363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517843,"about_ca_system_score_gemma":0.006985828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01828219,"about_ca_topic_score_gemma":0.03313988,"domain_scores_codex":[0.9967073,0.001172234,0.0004243257,0.0001080111,0.0007946165,0.000793495],"domain_scores_gemma":[0.9906509,0.001756964,0.001865305,0.0001489498,0.002618782,0.002959152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013636,0.0006657513,0.9478588,0.0004615194,0.0000250082,0.0004990669,0.01443498,0.0001307294,0.0005232488,0.0001171984,0.003757687,0.03138965],"study_design_scores_gemma":[0.00003569861,0.0006296937,0.9648393,0.0002096503,0.00001036118,0.0003006719,0.03071696,0.0004453099,0.0001442514,0.00005926427,0.002593457,0.0000153006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934874,0.0002467587,0.0001446619,0.003966702,0.00003345374,0.0004159248,0.0003592306,0.00001019515,0.001335714],"genre_scores_gemma":[0.9954852,0.0006791115,0.001470859,0.0009149875,0.0000432159,0.0005656207,0.0003787976,0.000004290972,0.0004580729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01828219,"threshold_uncertainty_score":0.04185939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935540468516922,"score_gpt":0.3894885673714701,"score_spread":0.3501331626863008,"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."}}