{"id":"W2809614382","doi":"10.1007/s12032-018-1167-7","title":"Generalizability of clinical trials of advanced melanoma in the real-world, population-based setting","year":2018,"lang":"en","type":"article","venue":"Medical Oncology","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Baker Hughes (Canada); Occupational Cancer Research Centre; University of Calgary","funders":"Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Ipilimumab; Clinical trial; Cohort; Internal medicine; Population; Vemurafenib; Cancer; Oncology; Metastatic melanoma; Immunotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2763455,0.001741821,0.00445176,0.002622952,0.001630199,0.005685856,0.003156119,0.003622283,0.01409755],"category_scores_gemma":[0.5082989,0.001032653,0.007599286,0.003492295,0.004568178,0.004364391,0.003202938,0.004051228,0.001852582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083638,"about_ca_system_score_gemma":0.003094535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677223,"about_ca_topic_score_gemma":0.003846856,"domain_scores_codex":[0.6154156,0.3054287,0.03941398,0.02276102,0.01466864,0.002312078],"domain_scores_gemma":[0.4485936,0.4085066,0.04202629,0.07906803,0.01805127,0.003754337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06305824,0.002477617,0.4835256,0.02465156,0.1035376,0.001567715,0.004232733,0.01031751,0.003560038,0.0119335,0.04803814,0.2430997],"study_design_scores_gemma":[0.05375594,0.03227333,0.6341776,0.00912403,0.06758741,0.002886677,0.003923577,0.01222257,0.004355866,0.04720932,0.1320816,0.0004020909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5101606,0.1448727,0.09837159,0.04830039,0.01754435,0.03127474,0.03270826,0.001628903,0.1151384],"genre_scores_gemma":[0.9605175,0.004023036,0.007792748,0.01390977,0.001771111,0.006575627,0.003280506,0.000220838,0.001908852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2763455,"threshold_uncertainty_score":0.8923948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720603946801983,"score_gpt":0.5487670947428749,"score_spread":0.3767067000626766,"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."}}