{"id":"W2953320280","doi":"","title":"Childbirth: A Medical Problem or a Health Concern","year":2003,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Childbirth; Medicine; Nursing; Obstetrics; Pregnancy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000145645,0.0004264408,0.0008436299,0.0001663765,0.0001976008,0.00002667471,0.0003004657,0.0005165028,0.2016251],"category_scores_gemma":[0.00002514293,0.0003553164,0.0002048812,0.0004900043,0.00006146848,0.00007968071,0.00004959536,0.000813856,0.0003066524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000449702,"about_ca_system_score_gemma":0.002308639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000879812,"about_ca_topic_score_gemma":0.003851723,"domain_scores_codex":[0.9974507,0.0001413253,0.0004110473,0.0006018876,0.0007656158,0.0006293924],"domain_scores_gemma":[0.9983699,0.00002539197,0.0003118929,0.0002807713,0.0001254942,0.0008865656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007984396,0.001066497,0.01036427,0.008780411,0.0008592131,0.004234102,0.002527332,0.000003014873,0.00001805446,0.009203812,0.05940326,0.8955556],"study_design_scores_gemma":[0.003675265,0.0008404411,0.00470693,0.0025448,0.0001536877,0.000300971,0.002337349,0.000009517623,0.00002016807,0.0000670361,0.9849766,0.0003671628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01692395,0.0007786801,0.00002843761,0.002631441,0.0005656629,0.001156224,0.00005972261,0.0001780364,0.9776778],"genre_scores_gemma":[0.002813165,0.0009958156,0.0004645857,0.005162934,0.0002064647,0.000002102659,0.0004097337,0.00006396433,0.9898812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9255734,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741123026650095,"score_gpt":0.2640770971996824,"score_spread":0.2466658669331815,"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."}}