{"id":"W4405127548","doi":"10.1177/13524585241303481","title":"Considerations for family planning in adolescent and young adults with multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Multiple sclerosis; Medicine; Clinical neurology; Psychology; Pediatrics; Neuroscience; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004544194,0.0002159489,0.0003544257,0.0004059728,0.0003343518,0.0001856963,0.00005815165,0.0001273768,0.000007933731],"category_scores_gemma":[0.001111842,0.0001625788,0.00007951894,0.000263575,0.0001451332,0.0002460302,0.00003643004,0.0006548815,0.000003983876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564378,"about_ca_system_score_gemma":0.0001993237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009228731,"about_ca_topic_score_gemma":0.0001486822,"domain_scores_codex":[0.9983321,0.00003936101,0.0004549616,0.0004671029,0.000247868,0.0004585639],"domain_scores_gemma":[0.9989532,0.0003367776,0.00009243435,0.0002136951,0.0001983958,0.0002054767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001507674,0.0002660405,0.9109102,0.0007026245,0.0001157347,0.0001209575,0.002246657,0.0001638312,0.03947336,0.00009781576,0.004166004,0.04022903],"study_design_scores_gemma":[0.005880039,0.0005990639,0.972796,0.005859632,0.00006269942,0.0005237457,0.002389601,0.007598255,0.003168634,0.0001841578,0.0007177432,0.0002204032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854451,0.007827692,0.002171944,0.002857798,0.0004126019,0.001010156,0.00003381144,0.0001823656,0.00005856402],"genre_scores_gemma":[0.9825904,0.00123851,0.01539344,0.0003040797,0.0002708346,0.0001284867,0.00000735896,0.00004133039,0.00002556323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06188576,"threshold_uncertainty_score":0.6629771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473319358243356,"score_gpt":0.306836361717758,"score_spread":0.1595044258934225,"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."}}