{"id":"W1990003111","doi":"10.5539/cco.v3n1p30","title":"Cutaneous Melanoma at an Inner City University Program and the Need for Aggressive Public Awareness Programs: A Pilot, Twelve Year Review","year":2014,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Malignancy; Retrospective cohort study; Population; Trunk; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001670263,0.0002950311,0.000642574,0.00455135,0.0004617388,0.001351967,0.0006315633,0.001202379,0.002322021],"category_scores_gemma":[0.005691763,0.0003158437,0.0006321014,0.006728401,0.0005702421,0.001876752,0.0005221163,0.000593384,0.0003100395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104636,"about_ca_system_score_gemma":0.003407269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005635463,"about_ca_topic_score_gemma":0.01101498,"domain_scores_codex":[0.9988833,0.0003339109,0.0003485916,0.000127039,0.0002188799,0.0000883078],"domain_scores_gemma":[0.990079,0.004796936,0.003297071,0.00009752739,0.00123532,0.0004941209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003552901,0.0003894296,0.1880229,0.08159214,0.0006225198,0.005855357,0.001945658,0.0002424907,0.0005615529,0.0008145255,0.03225583,0.6873422],"study_design_scores_gemma":[0.0001335188,0.0009899522,0.6341471,0.1133873,0.003016335,0.0350405,0.009304789,0.000325718,0.0003950793,0.0002245921,0.2029392,0.00009580202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01109152,0.9864812,0.00003238341,0.001054838,0.0002487626,0.00002215795,0.00008824545,0.000005621177,0.0009753457],"genre_scores_gemma":[0.05101176,0.9476184,0.0001174457,0.0005471988,0.0003861007,0.00003712115,0.0001132469,0.000002072777,0.0001666872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005635463,"threshold_uncertainty_score":0.01120532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08681322978596079,"score_gpt":0.3978075822264056,"score_spread":0.3109943524404448,"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."}}