{"id":"W2279829230","doi":"10.32920/25403662","title":"Meeting the Needs of Uninsured Women: Informed Choice, Choice of Birthplace and the Work of Midwives in Ontario","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Sociology; Political science; Gender studies; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00370394,0.000294321,0.0009246012,0.0005292562,0.0001749616,0.00001355021,0.0007196305,0.0003998419,0.0003481166],"category_scores_gemma":[0.0004653058,0.000160692,0.0001103604,0.0009864371,0.0002791766,0.00005704856,0.002448801,0.002238654,0.00001277573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000256792,"about_ca_system_score_gemma":0.001774119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4803039,"about_ca_topic_score_gemma":0.6345937,"domain_scores_codex":[0.9961962,0.0008392766,0.001819717,0.0002122858,0.0003484334,0.0005840703],"domain_scores_gemma":[0.9921696,0.00551664,0.001292459,0.0007671794,0.0001598386,0.00009424733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006289085,0.00007860479,0.4355483,0.0295777,0.0003608236,3.767003e-7,0.511465,0.0003034025,0.000006036698,0.01808316,0.002943497,0.001004172],"study_design_scores_gemma":[0.004256768,0.0001034833,0.7142901,0.01166646,0.000175929,1.186285e-7,0.08578256,0.0003811957,0.00001447194,0.006542732,0.1763971,0.0003890988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8636795,0.0008220844,0.000001499813,0.006282496,0.000694302,0.002276015,0.00001596752,0.00003135381,0.1261968],"genre_scores_gemma":[0.9695797,0.0005886409,0.00009858186,0.002134902,0.0001673927,0.0003590866,0.00001515779,0.00003091216,0.02702563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4256824,"threshold_uncertainty_score":0.9725963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207679155624954,"score_gpt":0.3988178626582439,"score_spread":0.3367410711019944,"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."}}