{"id":"W2299704867","doi":"10.14288/1.0098140","title":"The use of flotation rest in the treatment of persistent psychophysiological insomnia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rest (music); Insomnia; Psychology; Computer science; Medicine; Psychiatry; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003359418,0.000194227,0.0003004404,0.0002513241,0.0002861886,0.0001048355,0.0002770625,0.0002912182,0.0006192783],"category_scores_gemma":[0.0005599135,0.0000997091,0.000229398,0.0001096737,0.000297996,0.0001154274,0.0002072693,0.0002900264,0.00007126119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216472,"about_ca_system_score_gemma":0.0002187149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009684584,"about_ca_topic_score_gemma":0.002812114,"domain_scores_codex":[0.9998845,0.00005846552,0.000009544552,0.00001468635,0.0000212517,0.00001156192],"domain_scores_gemma":[0.9998357,0.00007232725,0.00004270149,0.00001144473,0.000008244239,0.00002952657],"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":[0.06934048,0.01460219,0.0220376,0.002001999,0.0004112876,0.0007468113,0.0009065148,0.000870497,0.2035735,0.0001863271,0.0006450509,0.6846778],"study_design_scores_gemma":[0.00810628,0.3503264,0.6157807,0.0001699925,0.000631536,0.001873251,0.0005249349,0.001318053,0.01750612,0.0001549369,0.003544146,0.00006366741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996206,0.002706557,0.0003868742,0.00008033034,0.00001897725,0.00007345596,0.00001733565,0.00001268771,0.0004976257],"genre_scores_gemma":[0.9956221,0.002247529,0.00144611,0.00008400375,0.00006678631,0.0000909215,0.0000433458,0.000002404413,0.0003967154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009684584,"threshold_uncertainty_score":0.002071738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381931436841039,"score_gpt":0.222348895847906,"score_spread":0.1985295814794956,"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."}}