{"id":"W2783906820","doi":"10.9778/cmajo.20170128","title":"The Canadian Preterm Birth Network: a study protocol for improving outcomes for preterm infants and their families","year":2018,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Université Laval; Calgary Laboratory Services; Canadian Foundation for Healthcare Improvement; Hospital for Sick Children; University of British Columbia; Alberta Health Services; Université de Sherbrooke; McMaster University; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Health care; Intensive care; Cohort; Pregnancy; Quality management; Pediatrics; Family medicine; Intensive care medicine; Management system; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.07602576,0.004331588,0.00621711,0.008452346,0.01177308,0.004979918,0.006549142,0.003568194,0.0514412],"category_scores_gemma":[0.06830882,0.00350984,0.005462144,0.0118708,0.00288722,0.002984459,0.004769544,0.006303441,0.00767395],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06649545,"about_ca_system_score_gemma":0.270885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5359766,"about_ca_topic_score_gemma":0.6600965,"domain_scores_codex":[0.9619966,0.01577717,0.009090188,0.003161606,0.006322322,0.003652162],"domain_scores_gemma":[0.9257647,0.009573302,0.005223631,0.006579985,0.0480501,0.004808243],"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":[0.02803333,0.005024008,0.02215497,0.04454143,0.001277952,0.0008972143,0.01516678,0.005951982,0.001701276,0.02036466,0.5766777,0.2782087],"study_design_scores_gemma":[0.05618976,0.003326614,0.1063093,0.0365697,0.001511671,0.0002479293,0.008916402,0.006011018,0.002389105,0.01126751,0.7661633,0.001097661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001483751,0.0003938889,0.003358728,0.000458716,0.0001763323,0.9665229,0.02265154,0.0001664438,0.004787594],"genre_scores_gemma":[0.001529028,0.0002818026,0.008581197,0.000160578,0.00002061549,0.9851231,0.003607614,0.00002650411,0.0006695457],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9335046,"threshold_uncertainty_score":0.9335123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121269516865007,"score_gpt":0.3413071137697071,"score_spread":0.300094418601057,"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."}}