{"id":"W3200916137","doi":"10.2196/30270","title":"From the Cochrane Library: Systemic Treatments for Metastatic Cutaneous Melanoma","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Melanoma and MAPK Pathways","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; Melanoma; Systemic therapy; Dermatology; Oncology; Internal medicine; Cancer; Meta-analysis; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002126406,0.0001737778,0.0002808436,0.00001544624,0.00009993016,0.00003097887,0.0002169492,0.0001392499,0.00008639223],"category_scores_gemma":[0.00004425046,0.000126781,0.0001387286,0.00005742213,0.00005540865,0.000004285023,0.00009835013,0.00005721268,0.00005429878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006095872,"about_ca_system_score_gemma":0.0001305113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007899394,"about_ca_topic_score_gemma":0.00001443003,"domain_scores_codex":[0.9989082,0.0001564654,0.0002347356,0.0003588944,0.00007238627,0.0002692977],"domain_scores_gemma":[0.999175,0.0001313255,0.00008750003,0.0004957855,0.00004232863,0.00006810671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004532622,0.0003564736,0.01288729,0.0002605327,0.001581024,0.002163484,0.0005742135,0.000008928174,0.8544982,0.002748878,0.1207023,0.003765393],"study_design_scores_gemma":[0.002993712,0.0003768693,0.000982843,0.00008115343,0.0003517784,0.01762697,0.0006784744,0.0001624677,0.7625283,0.001765706,0.2120084,0.0004433071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891089,0.006255677,0.0008733709,0.001409902,0.0003933163,0.0005351746,0.0003784297,0.00003318984,0.001012063],"genre_scores_gemma":[0.9932573,0.0002785989,0.00107845,0.001093017,0.0002566206,0.0003505123,0.00187125,0.00003639922,0.001777799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09196988,"threshold_uncertainty_score":0.5169978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219721420280365,"score_gpt":0.2632564708871007,"score_spread":0.251059256684297,"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."}}