{"id":"W1965606691","doi":"10.1016/s0020-7292(01)00515-x","title":"Human resources for maternity care: the present system in Brazil, Japan, North America, Western Europe and New Zealand","year":2001,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Maternity care; Work (physics); Nursing; Secondary care; Human resources; Obstetrics; Primary care; Economic growth; Family medicine; Health care; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131892,0.0001818323,0.0002136328,0.001145823,0.002381128,0.001898653,0.0005443289,0.000472274,0.003561543],"category_scores_gemma":[0.002115403,0.0002123831,0.0001559996,0.003518336,0.001821938,0.0009051503,0.001787835,0.0004202039,0.0001941376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00808928,"about_ca_system_score_gemma":0.01183715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3721883,"about_ca_topic_score_gemma":0.5035568,"domain_scores_codex":[0.9993203,0.0001267875,0.00006867879,0.00007327725,0.000151689,0.0002593275],"domain_scores_gemma":[0.998803,0.0001165838,0.0003195614,0.00004588951,0.0001886774,0.000526224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002322915,0.00009868389,0.5200728,0.00205687,0.000115694,0.006079993,0.1069469,0.0004115202,0.007212961,0.07762405,0.01062655,0.2685216],"study_design_scores_gemma":[0.00001546941,0.00008995565,0.8452392,0.000665392,0.00004048723,0.001761139,0.05060245,0.0002393687,0.0002556569,0.001803023,0.09923926,0.00004862036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849747,0.02482342,0.0005614867,0.01620355,0.0001345247,0.0001151522,0.0006775658,0.00005498098,0.07245464],"genre_scores_gemma":[0.9873653,0.006587216,0.001233713,0.000562488,0.00001938775,0.00004758408,0.0001184373,0.000007983266,0.004057844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3721883,"threshold_uncertainty_score":0.7400439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748068697940401,"score_gpt":0.3012523915156007,"score_spread":0.2837717045361967,"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."}}