{"id":"W2161425005","doi":"10.1186/1471-2377-10-28","title":"Patient-rated suitability of a novel electronic device for self-injection of subcutaneous interferon beta-1a in relapsing multiple sclerosis: an international, single-arm, multicentre, Phase IIIb study","year":2010,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Merck KGaA","keywords":"Medicine; Multiple sclerosis; Neurology; Subcutaneous injection; Neurosurgery; Patient satisfaction; Physical therapy; Internal medicine; Surgery; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006674571,0.0002572841,0.0006441212,0.0004036098,0.00007194225,0.00001289584,0.00024796,0.0001696809,0.00002689069],"category_scores_gemma":[0.002397229,0.0002460745,0.000129315,0.0003419303,0.0001674376,0.00019046,0.0001602541,0.0006244809,0.000001199824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326954,"about_ca_system_score_gemma":0.0001612601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004896179,"about_ca_topic_score_gemma":0.01335806,"domain_scores_codex":[0.9971217,0.0003118759,0.0009377883,0.0006771564,0.0003778859,0.0005736173],"domain_scores_gemma":[0.9971371,0.001092434,0.000394727,0.0005484435,0.0007102309,0.0001170936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02110984,0.02903154,0.2826013,0.0001509351,0.0001627806,0.000008210844,0.002246315,0.0002087061,0.6608937,0.000009078984,0.000005575048,0.003572066],"study_design_scores_gemma":[0.07327524,0.1581933,0.5378247,0.0001871685,0.0004508443,0.000223993,0.002521195,0.1398153,0.08666798,0.00002614003,0.0002103741,0.0006037083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960039,0.00003974349,0.0002247608,0.0001181197,0.0004844211,0.002970963,0.00005718493,0.00007478288,0.00002616363],"genre_scores_gemma":[0.9980279,0.0000237255,0.001536532,0.00005957078,0.00006463722,0.0001953267,0.00004611449,0.00004274,0.000003480238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5742257,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892496283794171,"score_gpt":0.3460289957266646,"score_spread":0.2567793673472475,"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."}}