{"id":"W2007025430","doi":"10.1136/bmj.a2488","title":"Melanoma--Part 2: management","year":2008,"lang":"en","type":"review","venue":"BMJ","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northwood","funders":"","keywords":"Melanoma; Medicine; Business; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001474613,0.0007371966,0.001267052,0.001606105,0.0002620716,0.001551228,0.0005465035,0.001217006,0.02080871],"category_scores_gemma":[0.006132745,0.00033802,0.001563422,0.001815171,0.0003357755,0.00145874,0.0005839685,0.001231463,0.004453468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022433,"about_ca_system_score_gemma":0.0009728516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001556462,"about_ca_topic_score_gemma":0.002875381,"domain_scores_codex":[0.9989552,0.0003583115,0.0002474768,0.00008772672,0.0003007322,0.00005058896],"domain_scores_gemma":[0.9979002,0.000880671,0.0006785933,0.00005063539,0.0003893806,0.0001005842],"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":[0.0002993182,0.00009462672,0.002574917,0.09183543,0.0005320634,0.0002164636,0.0001212495,0.0005206774,0.0007596292,0.002122621,0.2040357,0.6968873],"study_design_scores_gemma":[0.000262836,0.0004019464,0.03030647,0.1909092,0.001639915,0.005610054,0.0003017614,0.0003245544,0.0008277096,0.003858763,0.7655103,0.00004651111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000914289,0.982476,0.0003974785,0.004833204,0.001476765,0.0002243289,0.0006909987,0.00002423179,0.008962759],"genre_scores_gemma":[0.01924931,0.9610831,0.00123955,0.004767084,0.003453758,0.0004109757,0.001395077,0.00002397161,0.008377235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02080871,"threshold_uncertainty_score":0.06961215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439620995641756,"score_gpt":0.3422811107718841,"score_spread":0.2878849008154665,"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."}}