{"id":"W4400639924","doi":"10.22374/cjmrp.v21i1.24","title":"Doula Practice in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"Health Canada","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00098772,0.0002923197,0.0003510769,0.003332482,0.005929925,0.002638843,0.001661437,0.0005312756,0.01457561],"category_scores_gemma":[0.007015661,0.0003536108,0.0004512293,0.008371942,0.001077687,0.001031569,0.002196413,0.0008053166,0.001136601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04840763,"about_ca_system_score_gemma":0.1544954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898596,"about_ca_topic_score_gemma":0.9956736,"domain_scores_codex":[0.99773,0.0001246564,0.0001420534,0.0002771429,0.0009536588,0.0007725753],"domain_scores_gemma":[0.9912748,0.0007706318,0.0008910125,0.0001720168,0.004377692,0.002513763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001094491,0.0001063093,0.6371648,0.001643271,0.00008073103,0.001515152,0.02575921,0.0004087424,0.0006486386,0.004984182,0.1148444,0.2127352],"study_design_scores_gemma":[0.00001673328,0.00005130187,0.7855782,0.001733661,0.00003896266,0.0007662536,0.03836314,0.0005113719,0.0002374651,0.0005823324,0.1720447,0.00007587365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7412533,0.01593456,0.001428919,0.02177256,0.0003879465,0.0007089379,0.04971815,0.0004601749,0.1683355],"genre_scores_gemma":[0.9456724,0.01340249,0.003269018,0.005049348,0.00005227321,0.0002694543,0.00923935,0.0001140566,0.02293152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04840763,"threshold_uncertainty_score":0.3512236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2101463091393645,"score_gpt":0.5465339585001038,"score_spread":0.3363876493607393,"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."}}