{"id":"W192324940","doi":"10.1515/ijamh.2009.21.1.123","title":"CASE STUDY","year":2009,"lang":"en","type":"article","venue":"International Journal of Adolescent Medicine and Health","topic":"Sleep and related disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Rivière-des-Prairies","funders":"","keywords":"Actigraphy; Polysomnography; Mood; Psychology; Sleep (system call); Psychiatry; Medicine; Clinical psychology; Physical medicine and rehabilitation; Insomnia; Electroencephalography; Computer science","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":[0.0005476873,0.00007213656,0.0001803701,0.0002346538,0.00004169241,0.000007235692,0.0001119551,0.00003251724,0.0001792484],"category_scores_gemma":[0.00001938106,0.00004866222,0.00003286139,0.00006035779,0.00003333439,0.00004343041,0.000007790867,0.0002711525,0.000005840414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004183972,"about_ca_system_score_gemma":0.00005115254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002120092,"about_ca_topic_score_gemma":0.00001718699,"domain_scores_codex":[0.9989896,0.00006359038,0.0004546435,0.00008730092,0.0002882906,0.0001165652],"domain_scores_gemma":[0.999311,0.00002246972,0.0002813652,0.00006290625,0.0001644783,0.0001577455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000576526,0.00524374,0.09988462,0.00001324369,0.001092334,0.03793173,0.05451873,0.000009188914,0.0000158023,0.002681762,0.1537409,0.6442915],"study_design_scores_gemma":[0.04319995,0.02134077,0.4582838,0.001381532,0.0003699562,0.1812406,0.2617811,0.00005216718,0.000002773628,0.001885419,0.03006414,0.0003978953],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176475,0.00570293,0.0003920426,0.07043325,0.003014188,0.0001652783,6.995511e-7,0.00001063274,0.002633512],"genre_scores_gemma":[0.988491,0.0006360477,0.00002592845,0.009977072,0.0007815697,2.524953e-7,6.324471e-7,0.000003933851,0.0000835547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6438935,"threshold_uncertainty_score":0.1984388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07532897585273245,"score_gpt":0.4445127868610092,"score_spread":0.3691838110082767,"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."}}