{"id":"W3180213695","doi":"10.18103/mra.v9i7.2452","title":"Randomized Controlled Trials versus Single Cohort Studies in Relapse Refractory Multiple Myeloma","year":2021,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Janssen Canada","keywords":"Medicine; Randomized controlled trial; Refractory (planetary science); Internal medicine; Multiple myeloma; Cohort; Demographics; Gold standard (test)","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":["metaresearch"],"category_scores_codex":[0.411254,0.002365767,0.01212714,0.00731001,0.001326051,0.005093506,0.003125992,0.006366544,0.005412467],"category_scores_gemma":[0.5621872,0.001212734,0.01625613,0.007457187,0.00423254,0.005185451,0.002812264,0.004347031,0.0004991043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003183307,"about_ca_system_score_gemma":0.005575154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009616337,"about_ca_topic_score_gemma":0.001425861,"domain_scores_codex":[0.3031287,0.6067412,0.06362396,0.01229237,0.01305267,0.001161115],"domain_scores_gemma":[0.2534525,0.6570573,0.06084605,0.01904062,0.008358199,0.00124531],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.2035103,0.00232236,0.03742503,0.2904094,0.29037,0.0008292696,0.002902404,0.005579574,0.001058385,0.02180259,0.002568359,0.1412224],"study_design_scores_gemma":[0.2852953,0.09998394,0.04034552,0.1359969,0.3107375,0.001027793,0.002281472,0.01775287,0.003273731,0.07518397,0.02756078,0.0005602849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1719282,0.5881451,0.09492265,0.004957177,0.0135926,0.1154574,0.003037077,0.0003815829,0.00757824],"genre_scores_gemma":[0.7181954,0.04086246,0.08065321,0.005771414,0.002560736,0.1494021,0.001510307,0.00008840366,0.0009559877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.588746,"threshold_uncertainty_score":0.7260286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2423681309481517,"score_gpt":0.4839909464215107,"score_spread":0.241622815473359,"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."}}