{"id":"W1965352121","doi":"10.5402/2012/948302","title":"Head and Neck Melanoma","year":2012,"lang":"en","type":"article","venue":"ISRN Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Melanoma; Head and neck; Surgery; Cancer research","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":[0.0001066685,0.0003203627,0.000276149,0.0007669138,0.000608844,0.0006659228,0.0002778441,0.0004867648,0.02578112],"category_scores_gemma":[0.0005186264,0.00008937209,0.0002948705,0.0005618593,0.0002752012,0.0004220904,0.0003531939,0.0003465389,0.01033188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816841,"about_ca_system_score_gemma":0.0004376324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739976,"about_ca_topic_score_gemma":0.006844478,"domain_scores_codex":[0.9998312,0.00001817285,0.00001256573,0.00002222096,0.00007624361,0.00003963513],"domain_scores_gemma":[0.999904,0.00001542619,0.00001746392,0.000008337106,0.00003521184,0.0000195253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001378097,0.0001023489,0.01502329,0.001526401,0.0000344124,0.02650199,0.0003172151,0.0001482566,0.01282797,0.004619243,0.3188034,0.6199576],"study_design_scores_gemma":[0.00001098363,0.00008543496,0.0185487,0.0003771804,0.0000268511,0.08561589,0.0002760411,0.00006998221,0.001989991,0.00103662,0.8919487,0.00001368831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04959627,0.2439668,0.004274439,0.009541539,0.007046736,0.0004010947,0.001615812,0.0004949624,0.6830623],"genre_scores_gemma":[0.3028926,0.1839994,0.006043706,0.0127426,0.005400793,0.000123225,0.001293831,0.0001015961,0.4874023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02578112,"threshold_uncertainty_score":0.08624643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02809821543512259,"score_gpt":0.2710278968230462,"score_spread":0.2429296813879236,"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."}}