{"id":"W7132890653","doi":"","title":"Etiologic factors associated with nevus involvement and p53 abnormality in cutaneous malignant melanoma","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Breslow Thickness; Nevus; Abnormality; Superficial spreading melanoma; Sun exposure; Melanocytic nevus","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":[0.0007773201,0.0002796737,0.0004141497,0.002153833,0.0005444068,0.0005465413,0.0004043787,0.0005463699,0.00196353],"category_scores_gemma":[0.00325495,0.0003052473,0.0005440494,0.001098997,0.0005080625,0.0003217968,0.0006233143,0.0004332474,0.0002225413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002259435,"about_ca_system_score_gemma":0.0004395152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001412658,"about_ca_topic_score_gemma":0.001709525,"domain_scores_codex":[0.9990504,0.0003180327,0.000107853,0.0001505586,0.0002016434,0.0001714668],"domain_scores_gemma":[0.996963,0.001072516,0.001015502,0.000364138,0.0001827156,0.0004021185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001222008,0.00004155717,0.9968688,0.000007781503,0.00002879059,0.0008019818,0.0000351161,0.00005558212,0.001119722,0.00002494978,0.00001427852,0.0008792285],"study_design_scores_gemma":[0.000003101791,0.0001072037,0.9953141,0.000003887194,0.00003206036,0.003684081,0.0001022864,0.0002979495,0.0003137725,0.00003595202,0.0001019162,0.000003701875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991239,0.0002243719,0.0001938907,0.00000967512,0.000002768011,0.00001229836,0.00006318593,0.000004956009,0.0003650112],"genre_scores_gemma":[0.9996529,0.00005781795,0.0001326394,0.000002993576,0.000006680332,0.000006102598,0.00007363557,0.00000181037,0.0000654274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002153833,"threshold_uncertainty_score":0.00656867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02793228782420173,"score_gpt":0.2888805595951988,"score_spread":0.2609482717709971,"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."}}