{"id":"W3186380202","doi":"10.1177/20552173211032313","title":"The road to conception for women with multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Pregnancy; Multiple sclerosis; Prospective cohort study; Medicine; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001192467,0.0003260922,0.0006009536,0.00007685662,0.001427132,0.0002804585,0.0001776441,0.0001461904,0.0001515651],"category_scores_gemma":[0.0009696187,0.0002136845,0.0003262645,0.0002690712,0.000532697,0.0002422417,0.00008932043,0.0005331339,0.00001882324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689534,"about_ca_system_score_gemma":0.000246586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647997,"about_ca_topic_score_gemma":0.0001083139,"domain_scores_codex":[0.9965143,0.0002544564,0.0009933315,0.0006072,0.0009167121,0.0007140487],"domain_scores_gemma":[0.9961215,0.001955143,0.0001711601,0.0002766452,0.000617087,0.0008584287],"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":[0.02262582,0.003163754,0.2782657,0.00008468555,0.001879414,0.00002781457,0.004395211,0.0001627427,0.3981728,0.0002328301,0.003208702,0.2877805],"study_design_scores_gemma":[0.01763611,0.002418808,0.9448785,0.000375327,0.00007380631,0.00008604149,0.005776508,0.002027898,0.01502267,0.00007999707,0.01125957,0.0003647468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835492,0.002110241,0.00180623,0.01076578,0.0003422427,0.001115219,0.0001125195,0.00004504569,0.0001535106],"genre_scores_gemma":[0.9867104,0.002057348,0.008655128,0.0008976737,0.0008916082,0.0003887884,0.00003436203,0.00004993178,0.0003147656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6666128,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923408582830517,"score_gpt":0.389598817891212,"score_spread":0.1972579596081603,"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."}}