{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002670667,0.0000918591,0.0001305743,0.00004215401,0.00005489885,0.00001167609,0.00002702995,0.00003396935,0.0004608401],"category_scores_gemma":[0.00003005976,0.00006718301,0.00004143205,0.00008472086,0.00001990623,0.00001905767,0.000005361885,0.00004859695,0.00001901153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801541,"about_ca_system_score_gemma":0.00004677583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001200363,"about_ca_topic_score_gemma":0.00003105671,"domain_scores_codex":[0.9994233,0.000008364457,0.00009499612,0.0001775563,0.0001319055,0.0001638318],"domain_scores_gemma":[0.9996396,0.00001725259,0.00003953412,0.0001276573,0.00009763424,0.00007835594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004659786,0.002058222,0.7003629,0.001019344,0.001305392,0.0003287779,0.001135532,0.0001682655,0.0007377743,0.005954057,0.09181696,0.190453],"study_design_scores_gemma":[0.003471223,0.001757199,0.008975672,0.00009262456,0.0002655212,0.0001082798,0.00009857413,0.0001081151,0.002951659,0.00008749052,0.9818613,0.0002223338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760396,0.0002125266,0.0006559602,0.0005291173,0.0005992291,0.002028223,0.00002124806,0.0001272008,0.01978685],"genre_scores_gemma":[0.9885204,0.00002352209,0.001198016,0.0007572643,0.00007015983,0.0003518787,0.000009960445,0.00002476101,0.00904399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8900443,"threshold_uncertainty_score":0.5045875,"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."}}