{"id":"W2087755612","doi":"10.1136/bmj.c2693","title":"Commentary: Outcome measures were flawed","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glatiramer acetate; Multiple sclerosis; Medicine; Clinical trial; Magnetic resonance imaging; Disease; Drug trial; Physical medicine and rehabilitation; Physical therapy; Psychology; Intensive care medicine; Psychiatry; Internal medicine; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07078642,0.003066003,0.00477741,0.004224023,0.005314655,0.00532379,0.01217312,0.06354677,0.01239581],"category_scores_gemma":[0.3438208,0.002365647,0.005635423,0.00409729,0.009394578,0.01125393,0.0035508,0.06832805,0.01094961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649678,"about_ca_system_score_gemma":0.01634155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02298794,"about_ca_topic_score_gemma":0.01854107,"domain_scores_codex":[0.9359766,0.03055574,0.009264842,0.005072437,0.01719546,0.00193495],"domain_scores_gemma":[0.6678791,0.2492611,0.008649036,0.007107711,0.06277453,0.004328525],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002113094,0.00001220736,0.00009121543,0.001429407,0.0001292647,0.0001098819,0.0001720939,0.00005596659,0.00005984587,0.003704953,0.985505,0.008518901],"study_design_scores_gemma":[0.001281622,0.0001301109,0.00131072,0.01813722,0.0007017264,0.0005785184,0.0006570813,0.0005453337,0.0005825941,0.03936593,0.9364522,0.0002570717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001176998,0.005491896,0.0002281598,0.9090245,0.08375477,0.00006376606,0.0003402832,0.0000347004,0.0009443509],"genre_scores_gemma":[0.001978068,0.002490932,0.0004598716,0.939548,0.05377769,0.0001946358,0.00009281139,0.00004222614,0.001415755],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9292136,"threshold_uncertainty_score":0.3743588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190829559380655,"score_gpt":0.4066996342586999,"score_spread":0.2876166783206344,"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."}}