{"id":"W2050968178","doi":"10.1159/000107569","title":"Evaluation and Treatment of Sleep Complaints: Patients’ Subjective Responses","year":2007,"lang":"en","type":"article","venue":"Psychotherapy and Psychosomatics","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto Western Hospital","funders":"","keywords":"Alertness; Sleep (system call); Epworth Sleepiness Scale; Psychology; Sleep disorder; Seriousness; Psychiatry; Referral; Mental health; Sleep diary; Insomnia; Sleep debt; Physical therapy; Clinical psychology; Medicine; Polysomnography; Actigraphy","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":[0.001342306,0.0001813961,0.0002675667,0.0002710261,0.000253481,0.0004798863,0.0001558722,0.0004015827,0.002027983],"category_scores_gemma":[0.008717012,0.0001035287,0.0002909254,0.0001682392,0.0002992966,0.000252448,0.0004085861,0.0003900173,0.0003145537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822917,"about_ca_system_score_gemma":0.0001546983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003451918,"about_ca_topic_score_gemma":0.0004540302,"domain_scores_codex":[0.9986896,0.0007216422,0.0001502504,0.0000754276,0.0002816354,0.00008143901],"domain_scores_gemma":[0.9947969,0.002174354,0.001755674,0.000147183,0.000605177,0.0005207229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008112809,0.0002792776,0.9580669,0.0001646871,0.0001022358,0.0007538556,0.005939206,0.0002964904,0.003859018,0.0000441375,0.0004848847,0.02919801],"study_design_scores_gemma":[0.00006865353,0.002370024,0.9831915,0.0000482955,0.00006027095,0.003589647,0.006467036,0.0006427626,0.001323236,0.0000487982,0.002148763,0.00004098997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998623,0.0002041862,0.0001884862,0.00008318476,0.00000697148,0.00001852386,0.00006773886,0.000004345106,0.0008035796],"genre_scores_gemma":[0.999478,0.00008312651,0.000128243,0.00005504061,0.000008725015,0.00001687356,0.00007037519,0.000001479313,0.0001581133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027983,"threshold_uncertainty_score":0.007098913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302171661343345,"score_gpt":0.3469493078148126,"score_spread":0.3167321416804781,"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."}}