{"id":"W2527065960","doi":"10.1016/j.midw.2016.09.018","title":"A scoping review of how new midwifery practitioners transition to practice in Australia, New Zealand, Canada, United Kingdom and The Netherlands","year":2016,"lang":"en","type":"review","venue":"Midwifery","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Government (linguistics); Private practice; Political science; Business; Medicine; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01427143,0.001281307,0.005799114,0.01210146,0.001186122,0.004678546,0.002032947,0.002478717,0.003429653],"category_scores_gemma":[0.04902698,0.00115742,0.005448159,0.02018793,0.001328869,0.003497698,0.0026976,0.00200041,0.0002406142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008581216,"about_ca_system_score_gemma":0.03500362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06161974,"about_ca_topic_score_gemma":0.1949003,"domain_scores_codex":[0.9892383,0.003374449,0.004242321,0.0006927192,0.002015333,0.0004369396],"domain_scores_gemma":[0.9763011,0.01611301,0.004271065,0.0003293707,0.002571082,0.0004142968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002345794,0.0000326626,0.001421094,0.8792887,0.003966571,0.0001158013,0.001293287,0.0001358196,0.0001359091,0.0005665683,0.002738683,0.1100702],"study_design_scores_gemma":[0.00007138861,0.00007263366,0.00562211,0.9511301,0.01440909,0.0001549914,0.001000248,0.00003731262,0.00006818181,0.0001817875,0.02722967,0.00002247939],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009031545,0.9980926,0.00007144169,0.0002663037,0.00008922353,0.0001240247,0.0001612978,0.00000254063,0.0002894589],"genre_scores_gemma":[0.004811859,0.9943537,0.0002761558,0.0002370126,0.00002071698,0.0001302719,0.00009405286,0.000001861076,0.00007439469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9383802,"threshold_uncertainty_score":0.1225222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09777599250853768,"score_gpt":0.4234968289545349,"score_spread":0.3257208364459972,"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."}}