{"id":"W2008040474","doi":"10.1080/09687599.2011.602872","title":"Maternity rolls: pregnancy, childbirth and disability","year":2011,"lang":"en","type":"article","venue":"Disability & Society","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Childbirth; Pregnancy; Obstetrics; Psychology; Medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187593,0.0002184111,0.0002941919,0.000004469396,0.0009493917,0.0001177654,0.0003208172,0.000216171,0.001194581],"category_scores_gemma":[0.0001998691,0.0001730198,0.0003308384,0.0002222744,0.007581448,0.0006101872,0.0001492284,0.0002195415,0.0000332577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588388,"about_ca_system_score_gemma":0.00006761066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417889,"about_ca_topic_score_gemma":0.006201436,"domain_scores_codex":[0.9974759,0.0004501674,0.0003966485,0.0006974608,0.0004753329,0.000504506],"domain_scores_gemma":[0.9987068,0.0001886489,0.0001042418,0.0006232036,0.00008917178,0.000287994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002074363,0.00101983,0.8967708,0.00009425665,0.00003666776,2.761904e-7,0.08220924,4.15617e-7,0.000008817217,0.008654194,0.0001650658,0.01101972],"study_design_scores_gemma":[0.0003504163,0.00004280601,0.9316859,0.00002986718,0.0000391247,5.994723e-7,0.02222446,0.00003129946,0.0001291325,0.04339784,0.001780909,0.0002876591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974408,0.0001391157,0.00003079738,0.001532722,0.0002485843,0.0007940268,0.00004216024,0.0002337849,0.02257083],"genre_scores_gemma":[0.9985232,0.000202671,0.0006184244,0.0001001991,0.0001388197,0.0000580338,0.00001188572,0.00001512118,0.0003315939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05998479,"threshold_uncertainty_score":0.9997185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04674448252897587,"score_gpt":0.3094137992407797,"score_spread":0.2626693167118038,"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."}}