{"id":"W4400615184","doi":"10.22374/cjmrp.v11i2.106","title":"Obstetrician, Family Physician, or Midwife: Preferences of the Next Generation of Maternity Care Consumers","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maternity care; Obstetrics and gynaecology; Family medicine; Nursing; Medicine; Obstetrics; Pregnancy; Health care; Political science","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":[0.001042475,0.0000914983,0.0001510238,0.0005829729,0.0002713769,0.0005066804,0.0003307083,0.00005603966,0.00009777167],"category_scores_gemma":[0.002400445,0.0000615969,0.00004661143,0.001312444,0.0002681813,0.001868391,0.00005681124,0.0003437743,0.00001479911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864899,"about_ca_system_score_gemma":0.0008520939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518839,"about_ca_topic_score_gemma":0.006553549,"domain_scores_codex":[0.9987521,0.0001425301,0.0003178133,0.0001226808,0.0004295363,0.0002353893],"domain_scores_gemma":[0.9975911,0.0005981199,0.0002352386,0.0001527912,0.001366776,0.000055929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00100929,0.0004235182,0.03398227,0.01298333,0.002030512,0.0007989043,0.01349238,0.0003170098,0.02763924,0.07452669,0.6926287,0.1401681],"study_design_scores_gemma":[0.0005142117,0.0001904758,0.006868351,0.0007215482,0.000378469,0.00003501704,0.06508997,0.0003721637,0.00171576,0.001295502,0.9225683,0.0002502598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942518,0.02795678,0.0001191311,0.02655214,0.002911206,0.0007041671,0.00005882204,0.00001912381,0.04742687],"genre_scores_gemma":[0.9974273,0.000437944,0.00007207264,0.001009849,0.0004079958,0.000001968496,0.000006008718,0.00001414291,0.0006226487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299395,"threshold_uncertainty_score":0.7843328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3567025972413688,"score_gpt":0.3563812267982662,"score_spread":0.0003213704431025977,"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."}}