{"id":"W4388048138","doi":"10.5826/dpc.1304a273","title":"Cutaneous Malignant Melanoma in Chile: Differences in Tumor Thickness and Overall Survival Between Patients From Public and Private Health Care Centers","year":2023,"lang":"en","type":"article","venue":"Dermatology Practical & Conceptual","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Socioeconomic status; Retrospective cohort study; Melanoma; Health care; Cohort; Public health; Odds ratio; Odds; Internal medicine; Demography; Family medicine; Pathology; Environmental health; Population; Logistic regression; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001147142,0.0002108791,0.0006445991,0.0002525238,0.00008661636,0.00004287419,0.00007339199,0.0001340186,0.00004749787],"category_scores_gemma":[0.0003431078,0.000187664,0.00003073277,0.0002164571,0.0003071644,0.000121613,0.0002058167,0.0004349384,0.00002464254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009800695,"about_ca_system_score_gemma":0.0001002923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004188914,"about_ca_topic_score_gemma":0.0005453093,"domain_scores_codex":[0.9979374,0.0003958374,0.0004708859,0.0004403243,0.0002579452,0.0004975756],"domain_scores_gemma":[0.9987844,0.0006106864,0.0001361289,0.0001749498,0.00003699535,0.0002568011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002032164,0.0000992822,0.9908566,0.00006587785,0.00005432549,0.001665656,0.003044599,1.148012e-7,0.00001810695,0.001751214,0.0001471125,0.002093844],"study_design_scores_gemma":[0.00346386,0.0003744327,0.9819893,0.00008652371,0.00003625792,0.000887711,0.007557841,0.0001282825,0.00002714001,0.0001052945,0.005126486,0.0002168835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884633,0.0001543593,0.00002056104,0.01015439,0.0002685005,0.0005705392,0.00005297329,0.00008561069,0.0002297598],"genre_scores_gemma":[0.9981564,0.0001513101,0.00009331021,0.001307673,0.00003957778,0.00002514172,0.0001830478,0.0000184875,0.00002503831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009693108,"threshold_uncertainty_score":0.7652717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374553459198851,"score_gpt":0.2957510818291334,"score_spread":0.2582957359092483,"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."}}