{"id":"W2070811061","doi":"10.1038/jp.2015.4","title":"Association of unit size, resource utilization and occupancy with outcomes of preterm infants","year":2015,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Public Health Ontario; University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Neonatal intensive care unit; Odds; Neonatology; Retrospective cohort study; Occupancy; Pediatrics; Cohort study; Emergency medicine; Logistic regression; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001074652,0.0002179406,0.0003504415,0.0004746793,0.0003706275,0.0008951788,0.0006912529,0.0005371281,0.002442386],"category_scores_gemma":[0.006477268,0.0002650556,0.0007462412,0.0007732571,0.0003765663,0.0006692656,0.000767639,0.001068454,0.0002089199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007426774,"about_ca_system_score_gemma":0.0008440471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01010588,"about_ca_topic_score_gemma":0.006106148,"domain_scores_codex":[0.9989142,0.0003393101,0.000136843,0.0001449675,0.0001712718,0.0002933791],"domain_scores_gemma":[0.9957952,0.001284033,0.001704742,0.0002377053,0.0002489976,0.000729227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002095159,0.00003589214,0.9981857,0.000008336601,0.00005707327,0.00006294216,0.00006258207,0.0001285194,0.00011113,0.0000463078,0.00006023966,0.001031753],"study_design_scores_gemma":[0.000002288764,0.0001316398,0.9987047,0.000005233411,0.0000180509,0.0001232644,0.0003067206,0.0005337575,0.00004510637,0.00006612349,0.0000585222,0.000004581994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993068,0.0001555725,0.00004803788,0.00004021884,0.000004856278,0.000001798419,0.0001725521,0.000002284373,0.0002677562],"genre_scores_gemma":[0.9996675,0.00005190877,0.00003484013,0.000008368699,0.000006342741,0.000003637144,0.0001433108,0.000001609807,0.00008247936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010588,"threshold_uncertainty_score":0.0200941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08739701924082537,"score_gpt":0.4089207424212661,"score_spread":0.3215237231804408,"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."}}