{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00293324,0.000153253,0.0002586887,0.0005304713,0.002188111,0.001377475,0.0004786966,0.001182111,0.006494814],"category_scores_gemma":[0.02092609,0.0002839161,0.0004308188,0.0006301561,0.0007906977,0.001153126,0.001029149,0.001831917,0.0005284369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353424,"about_ca_system_score_gemma":0.004212105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02978542,"about_ca_topic_score_gemma":0.03161226,"domain_scores_codex":[0.998083,0.000959312,0.00007739,0.0001483653,0.000323868,0.0004081721],"domain_scores_gemma":[0.9948558,0.002396001,0.001464619,0.0002042166,0.0003473685,0.0007319431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001599082,0.0002952997,0.8629621,0.0004178621,0.00008812168,0.0007285569,0.004350661,0.0001104573,0.0001704965,0.002300938,0.008749728,0.1182266],"study_design_scores_gemma":[0.0002235391,0.001540935,0.9281194,0.001365728,0.0002785578,0.00471196,0.01734483,0.0004185307,0.0004729579,0.005283906,0.04014488,0.0000946441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984843,0.02900597,0.0008655206,0.04112613,0.0005474776,0.0003435827,0.001779274,0.00005194654,0.02779587],"genre_scores_gemma":[0.9889631,0.005931998,0.0007977022,0.002061534,0.0001455329,0.000101538,0.0002865895,0.000008940267,0.001703214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02978542,"threshold_uncertainty_score":0.05922413,"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."}}