{"id":"W1491762821","doi":"10.1002/cncr.11624","title":"Prognosis for patients with thin cutaneous melanoma","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Melanoma; Survival analysis; Proportional hazards model; Survival rate; Log-rank test; Cancer registry; Overall survival; Cancer; Surgery; Internal medicine","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":[0.0002569841,0.0001779586,0.0002200807,0.0003940631,0.0003193625,0.000362194,0.0001732455,0.0002769816,0.002525527],"category_scores_gemma":[0.001845223,0.00008644695,0.0002367573,0.0003199165,0.0002663531,0.0002739525,0.0002715691,0.0003768218,0.0003997903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000196318,"about_ca_system_score_gemma":0.0002370013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090158,"about_ca_topic_score_gemma":0.001943401,"domain_scores_codex":[0.9999045,0.00002135675,0.000008563379,0.00001568421,0.00001922632,0.00003068937],"domain_scores_gemma":[0.9989119,0.0001468791,0.0005248864,0.00002535065,0.00007587754,0.000315194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000168505,0.00001524772,0.9909407,0.00002598072,0.00002256349,0.0008729117,0.00007730594,0.0001621078,0.0003085448,0.00003264978,0.0006170427,0.006756641],"study_design_scores_gemma":[0.0000190605,0.0002423131,0.9911366,0.00005363014,0.00005032827,0.006780752,0.0002045853,0.0004184943,0.0001151292,0.0001841803,0.0007856934,0.000009222837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972054,0.001127526,0.00008834362,0.0003326307,0.0000279809,0.000006774066,0.0002313167,0.000007890028,0.0009722094],"genre_scores_gemma":[0.998618,0.0004398136,0.00009559232,0.00008971465,0.00003667388,0.000007841198,0.0003753242,0.000002035298,0.0003349392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002525527,"threshold_uncertainty_score":0.00844878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132241659394259,"score_gpt":0.2464280706349325,"score_spread":0.2351056540409899,"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."}}