{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02231303,0.0001012987,0.0002541707,0.0004386119,0.0006707743,0.00006620976,0.0002097334,0.0002362441,0.0004795141],"category_scores_gemma":[0.04619721,0.00008392019,0.0000284097,0.000827288,0.0001231018,0.001004567,0.00002619009,0.007237569,0.00005551029],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105651,"about_ca_system_score_gemma":0.1463867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856744,"about_ca_topic_score_gemma":0.9950924,"domain_scores_codex":[0.9927742,0.00465494,0.0006648297,0.0001846242,0.0007213284,0.00100006],"domain_scores_gemma":[0.9597728,0.0367305,0.0001460823,0.0001799435,0.001251674,0.001919036],"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":[0.0004181209,0.00003140876,0.007677605,0.0008342217,0.0001339059,0.01864293,0.03991033,0.000005062736,0.00002936618,0.004503285,0.8996007,0.02821302],"study_design_scores_gemma":[0.000324533,0.0001766645,0.002422322,0.0006274847,0.00001593119,0.0006458497,0.1134299,0.00002807295,0.000001115368,0.0002875104,0.8819737,0.00006685019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2424406,0.07735833,0.00003383849,0.4759465,0.00387125,0.000853808,0.00005126379,0.00001096277,0.1994334],"genre_scores_gemma":[0.973154,0.007779511,0.0004683613,0.01517159,0.00125923,0.00001200195,0.000002853546,0.00002733183,0.002125101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7307134,"threshold_uncertainty_score":0.9950528,"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."}}