{"id":"W4247686853","doi":"10.21203/rs.2.13802/v2","title":"A comparative study of mothers of infants hospitalized in an open ward neonatal intensive care unit and a combined pod and single-family room design","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; University of Toronto; Jewish General Hospital; McGill University","funders":"","keywords":"Neonatal intensive care unit; Medicine; Single family; Intensive care unit; Unit (ring theory); Point of delivery; Intensive care medicine; Pediatrics; Psychology; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001155355,0.0005053405,0.00102334,0.00130879,0.001516391,0.0007613809,0.0005823022,0.0009400361,0.0037469],"category_scores_gemma":[0.005536149,0.0004501587,0.0004785567,0.0009896547,0.0006913359,0.0006491054,0.0007578915,0.0005206428,0.0004691862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009994193,"about_ca_system_score_gemma":0.0007253222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251035,"about_ca_topic_score_gemma":0.00609742,"domain_scores_codex":[0.9989377,0.0005346838,0.00006404703,0.0001617537,0.0000969976,0.0002048141],"domain_scores_gemma":[0.9979609,0.0009753531,0.0003070724,0.00009919402,0.0002741748,0.0003833021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01589902,0.0109629,0.9217509,0.0002837384,0.0001971404,0.005524121,0.02429112,0.00007086124,0.006630459,0.0003334584,0.000264295,0.01379202],"study_design_scores_gemma":[0.0005556231,0.04053303,0.8894966,0.00006939658,0.0001955539,0.00288792,0.06400251,0.0002091064,0.0009359131,0.0001401089,0.0009305823,0.00004359437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997491,0.00005060406,0.00001811267,0.000006076939,0.000004052977,0.00001312714,0.00002470605,4.952728e-7,0.0001336617],"genre_scores_gemma":[0.9990702,0.0001952891,0.0001386825,0.00004312066,0.00001633552,0.00006956498,0.00009038259,0.000002829369,0.0003736431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005251035,"threshold_uncertainty_score":0.01253462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.380475996679476,"score_gpt":0.5166754514191257,"score_spread":0.1361994547396497,"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."}}