{"id":"W2982521541","doi":"10.1017/cjn.2019.296","title":"Canadian Multiple Sclerosis Pregnancy Study (CANPREG-MS): Rationale and Methodology","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"Multiple Sclerosis Society of Canada; Multiple Sclerosis Society; Biogen","keywords":"Medicine; Clinical trial; Referral; Multiple sclerosis; Population; Disease; Pregnancy; MEDLINE; Research design; Intensive care medicine; Family medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08184906,0.001636963,0.001847154,0.004539151,0.005198193,0.002592165,0.005034733,0.002522774,0.007447379],"category_scores_gemma":[0.0778831,0.001389512,0.001778436,0.008531168,0.00339515,0.00104663,0.002194503,0.002160692,0.001410084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01774665,"about_ca_system_score_gemma":0.08270676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3759188,"about_ca_topic_score_gemma":0.519159,"domain_scores_codex":[0.9480336,0.03056361,0.006118273,0.003067282,0.01043968,0.001777491],"domain_scores_gemma":[0.9679682,0.008379687,0.003163044,0.004319442,0.01421306,0.00195651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02348328,0.002214767,0.1940586,0.03220637,0.002150566,0.002505617,0.0149591,0.005141953,0.002747231,0.1353181,0.3211064,0.2641081],"study_design_scores_gemma":[0.01577366,0.003325884,0.1923134,0.02075831,0.002982939,0.001111842,0.004940602,0.005078543,0.002210726,0.02340691,0.7275833,0.0005138834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02360533,0.009265495,0.02168024,0.009540033,0.002075294,0.8748456,0.03676075,0.0002036394,0.02202367],"genre_scores_gemma":[0.05778957,0.003777115,0.07573278,0.006040892,0.0004536356,0.8445444,0.007170842,0.0000574847,0.004433297],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3759188,"threshold_uncertainty_score":0.7474615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2131740919040433,"score_gpt":0.3480276861459618,"score_spread":0.1348535942419185,"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."}}