{"id":"W3092272871","doi":"10.1016/j.sleep.2020.10.005","title":"Sleeping through the night or through the nights?","year":2020,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université du Québec à Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Hôpital Rivière-des-Prairies","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Pediatrics; Medicine; Sleep (system call)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002693591,0.0003132236,0.0003820528,0.00002571506,0.0005240903,0.00001958107,0.0008421058,0.0002207348,0.01053062],"category_scores_gemma":[0.0002615921,0.0001202645,0.0001308226,0.0008187702,0.0007937245,0.0001209126,0.0001049795,0.0008073272,0.001457979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000226134,"about_ca_system_score_gemma":0.0000248131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004945174,"about_ca_topic_score_gemma":0.00005178985,"domain_scores_codex":[0.9976435,0.0003084245,0.0005046046,0.0005069907,0.0004644173,0.000572067],"domain_scores_gemma":[0.9982538,0.0006197077,0.0001755315,0.0007746425,0.00005921256,0.0001171122],"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":[0.0006789996,0.0002324085,0.0005050339,0.00003396031,0.002485919,0.0004638068,0.2326554,0.0001361925,0.00008827459,0.06556752,0.6739519,0.0232006],"study_design_scores_gemma":[0.004298161,0.0006436771,0.0006711908,0.0000747805,0.0006339815,0.0001300508,0.03698875,0.0001821131,0.00003643559,0.004340288,0.9517058,0.0002948181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01608298,0.02142444,0.008867903,0.531211,0.006089119,0.001215614,0.000007070559,0.0003830583,0.4147189],"genre_scores_gemma":[0.901538,0.0006317263,0.0001021057,0.09101919,0.002002747,0.00009411148,0.00002291056,0.0000721934,0.004517018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.885455,"threshold_uncertainty_score":0.9993195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548846313083978,"score_gpt":0.3234173353420097,"score_spread":0.2779288722111699,"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."}}