{"id":"W2134920285","doi":"10.1002/jso.23981","title":"A population‐based assessment of melanoma: Does treatment in a regional cancer center make a difference?","year":2015,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Cancer Foundation; University of Manitoba","funders":"","keywords":"Medicine; Melanoma; Center (category theory); Cancer; Population; Oncology; Internal medicine; Environmental health; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002040886,0.0001573747,0.0002958279,0.001071546,0.0005137601,0.001065575,0.0007684976,0.0004866827,0.001072],"category_scores_gemma":[0.007455653,0.0001276131,0.0003634584,0.002096846,0.0004812238,0.0006715063,0.0005284212,0.0006585838,0.0001625984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803184,"about_ca_system_score_gemma":0.002781321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2209695,"about_ca_topic_score_gemma":0.3685332,"domain_scores_codex":[0.9984275,0.0005083493,0.0001226694,0.0002530254,0.0005000313,0.0001884517],"domain_scores_gemma":[0.9953179,0.0006792473,0.002251952,0.0002438007,0.0008860593,0.0006209904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000117908,0.00001136714,0.9979684,0.000007289328,0.00003031982,0.00000895971,0.00005519556,0.00004579894,0.00002181432,0.000008882552,0.0001506776,0.001679494],"study_design_scores_gemma":[0.000001496668,0.00002178019,0.9992666,0.000008282641,0.00001789735,0.00003735677,0.0002838434,0.0001748021,0.00001528813,0.00001750989,0.0001530807,0.00000208183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948655,0.001101759,0.0002390357,0.001118702,0.00001716711,0.00002987292,0.0007934356,0.00001436724,0.001820096],"genre_scores_gemma":[0.9994724,0.0001191173,0.00008604264,0.00007418379,0.000007775761,0.000005041732,0.0001962377,0.000001675652,0.00003757584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209695,"threshold_uncertainty_score":0.4393667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347625580328405,"score_gpt":0.3691266438909443,"score_spread":0.3156503880876602,"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."}}