{"id":"W2605552775","doi":"10.1177/084456211504700103","title":"Attrition in Randomized and Preference Trials of Behavioural Treatments for Insomnia","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Attrition; Randomized controlled trial; Psychology; Medicine; Surgery; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3308518,0.00103999,0.004192195,0.002356352,0.001522082,0.002318368,0.001700854,0.003365496,0.003095172],"category_scores_gemma":[0.3665286,0.001291716,0.008152543,0.003228139,0.002593152,0.003282041,0.002074011,0.003287748,0.0005198159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00268033,"about_ca_system_score_gemma":0.005464608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409564,"about_ca_topic_score_gemma":0.002076679,"domain_scores_codex":[0.4099202,0.5291975,0.0376007,0.004216499,0.01701008,0.002055069],"domain_scores_gemma":[0.6659544,0.2586451,0.0465933,0.020198,0.006804994,0.001804311],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5283369,0.008158838,0.04801076,0.02407734,0.03867444,0.0002109664,0.00430215,0.003797635,0.000984684,0.008890989,0.00341037,0.3311449],"study_design_scores_gemma":[0.5007172,0.2780191,0.1007036,0.01271382,0.02204198,0.0006914635,0.002086437,0.02153514,0.004410107,0.04160692,0.01492226,0.0005520862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8047229,0.04510269,0.0447146,0.005621571,0.002808589,0.08449201,0.001623962,0.0004095822,0.01050414],"genre_scores_gemma":[0.8976333,0.002642711,0.03357143,0.002368753,0.0004664805,0.06166013,0.000535498,0.00004346764,0.001078197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6691482,"threshold_uncertainty_score":0.8251789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6319498194043588,"score_gpt":0.5140024798274605,"score_spread":0.1179473395768983,"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."}}