{"id":"W2891383683","doi":"10.23889/ijpds.v3i4.639","title":"Population survival impact of new targeted and immune based therapies for metastatic or unresectable melanoma","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northeast Cancer Centre; Queen's University","funders":"","keywords":"Medicine; Population; Hazard ratio; Cancer registry; Internal medicine; Cohort; Cancer; Oncology; Radiation therapy; Melanoma; Systemic therapy; Relative survival; Retrospective cohort study; Christian ministry; Confidence interval; 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":[0.0007941849,0.0001162503,0.0002295562,0.0006755914,0.0003197418,0.000811086,0.0003699783,0.0002141163,0.003303629],"category_scores_gemma":[0.002931737,0.0001067459,0.0005733338,0.001092041,0.000309073,0.0005139197,0.0006503348,0.0004347845,0.0001999073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005381979,"about_ca_system_score_gemma":0.004211965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.301137,"about_ca_topic_score_gemma":0.4353525,"domain_scores_codex":[0.9989402,0.0001631248,0.0000821737,0.0002312308,0.0003257654,0.0002574786],"domain_scores_gemma":[0.9977092,0.0001974851,0.001300398,0.00007974861,0.000347032,0.0003661436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007863496,0.00003268104,0.9809976,0.00007076015,0.0001373595,0.00005770452,0.0001377714,0.0003600503,0.0001640604,0.0002270282,0.0014287,0.01630765],"study_design_scores_gemma":[0.000007895966,0.0000650697,0.9967878,0.00003342248,0.00005455605,0.0001035632,0.0001984715,0.0003108295,0.00008365112,0.00009047017,0.002259846,0.000004442985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748312,0.007089322,0.0003063579,0.003189097,0.00003583758,0.00002951669,0.008649185,0.00003035026,0.005839163],"genre_scores_gemma":[0.9960458,0.001350409,0.0001064308,0.0002141487,0.00003737038,0.00001286137,0.001791418,0.000004553686,0.0004369367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301137,"threshold_uncertainty_score":0.5987684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103221395562134,"score_gpt":0.4381719238084799,"score_spread":0.3349505282463459,"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."}}