{"id":"W4404495868","doi":"10.1093/pch/pxae083","title":"Therapeutic Dilemma: Melatonin or not?","year":2024,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hospital for Sick Children","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Melatonin; Dilemma; Sleep (system call); Medicine; Psychology; Value (mathematics); Developmental psychology; Endocrinology; Computer science","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":[0.004659639,0.000762234,0.001663821,0.0009513824,0.001839417,0.00260982,0.002010596,0.01175119,0.00613911],"category_scores_gemma":[0.0178846,0.0002980008,0.001033911,0.000547341,0.00621678,0.007159839,0.002133099,0.01697571,0.003709596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739164,"about_ca_system_score_gemma":0.003861274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001248104,"about_ca_topic_score_gemma":0.002531957,"domain_scores_codex":[0.9977665,0.0009362118,0.0003630297,0.0003091191,0.0004364761,0.000188601],"domain_scores_gemma":[0.9930577,0.003584146,0.0006156219,0.0002734616,0.001343852,0.001125195],"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":[0.0005291341,0.0002412528,0.002792188,0.003067693,0.0001880057,0.01473722,0.001056676,0.0003870404,0.001147654,0.06213651,0.5336683,0.3800482],"study_design_scores_gemma":[0.0002403189,0.0003115065,0.001246935,0.00684048,0.0001646948,0.02490088,0.004591842,0.0005295475,0.0006134112,0.1487676,0.8116447,0.0001482053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008996858,0.08547123,0.001375735,0.8944831,0.01311733,0.00002659587,0.00004449953,0.00004992697,0.004532044],"genre_scores_gemma":[0.05785782,0.2175249,0.01056959,0.5889195,0.1145001,0.0002739841,0.0001656702,0.0001281328,0.01006032],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01175119,"threshold_uncertainty_score":0.02464283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323674319965698,"score_gpt":0.3507929144855623,"score_spread":0.2875561712859053,"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."}}