{"id":"W4234026917","doi":"10.2139/ssrn.3506190","title":"The Width of Invasion in Malignant Melanoma Is Associated with Outcome","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Melanoma; Medicine; Outcome (game theory); Oncology; Cancer research; Economics","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":[0.0007039694,0.0002207469,0.0002450931,0.000805588,0.0002434022,0.0008256068,0.0002990673,0.0004559446,0.002730363],"category_scores_gemma":[0.004576086,0.0001619961,0.000426179,0.0007500469,0.0003228118,0.000589333,0.0005765702,0.0008370446,0.0004009088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021573,"about_ca_system_score_gemma":0.0002327443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746654,"about_ca_topic_score_gemma":0.0008742331,"domain_scores_codex":[0.9995939,0.00008664071,0.00007068059,0.00004207337,0.0001136411,0.00009300646],"domain_scores_gemma":[0.9956411,0.0009974242,0.002249872,0.0001595025,0.0002578076,0.000694334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002327976,0.00003285679,0.996031,0.00001046893,0.00003966345,0.0001788942,0.00003487236,0.00007561593,0.0004588572,0.0000290784,0.00004987809,0.002825968],"study_design_scores_gemma":[0.00000298495,0.0001428133,0.9977976,0.00001403578,0.00004481058,0.001003382,0.0001575136,0.0002632532,0.0002058585,0.0001242127,0.0002381837,0.000005400666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968225,0.0007353311,0.0002058188,0.00009053278,0.00002559875,0.000004470541,0.00008944443,0.000008015755,0.002018329],"genre_scores_gemma":[0.9991229,0.000206365,0.00007036145,0.00001444411,0.00002917988,0.000003203672,0.00009399002,0.000004798241,0.0004547228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002730363,"threshold_uncertainty_score":0.009133995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009351240821670048,"score_gpt":0.2338509031278291,"score_spread":0.2244996623061591,"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."}}