{"id":"W4318925417","doi":"10.1097/nnr.0000000000000642","title":"Research Protocol for Sleep in Families With a Preterm Infant","year":2023,"lang":"en","type":"article","venue":"Nursing Research","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Data collection; Sleep (system call); Psychology; Protocol (science); Clinical psychology; Developmental psychology; Medicine; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004645702,0.0001289729,0.0002443253,0.001726828,0.0003301874,0.00009061494,0.000216175,0.0001457004,0.00003834791],"category_scores_gemma":[0.0004986444,0.00009773152,0.00004268164,0.002517864,0.000447505,0.0001092687,0.00007022911,0.0009246723,0.0000318348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694429,"about_ca_system_score_gemma":0.0005918088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004824952,"about_ca_topic_score_gemma":0.00004087314,"domain_scores_codex":[0.9963683,0.0002633214,0.000247978,0.0004372603,0.001502417,0.001180742],"domain_scores_gemma":[0.9978409,0.0007258274,0.00002072839,0.0004046928,0.000856776,0.0001510521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03272125,0.0004418035,0.3748565,0.006571146,0.0001463587,0.001171359,0.1079133,0.00003987263,0.01420307,0.003067365,0.2057759,0.2530921],"study_design_scores_gemma":[0.03536421,0.01307557,0.5508405,0.03171759,0.00003079457,0.0002231068,0.02714132,0.01129122,0.03247366,0.01375555,0.2826262,0.001460211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6073943,0.00001387178,0.000009416265,0.003542726,0.00008928523,0.2872686,0.00002952721,0.0002143472,0.1014379],"genre_scores_gemma":[0.4883189,0.000005499047,0.001926261,0.00003825261,0.0002389523,0.5070527,0.0001508553,0.00007382743,0.00219476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2516319,"threshold_uncertainty_score":0.4017293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648427147469787,"score_gpt":0.5051937816882611,"score_spread":0.3403510669412824,"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."}}