{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006331336,0.00006183914,0.0005044581,0.0009216397,0.00005148694,0.00002332415,0.0001067037,0.000130711,0.00004789092],"category_scores_gemma":[0.002161703,0.00004796451,0.00009806176,0.000183488,0.0003488201,0.00006672747,0.000002077564,0.0002544053,0.000001673019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797519,"about_ca_system_score_gemma":0.0006423259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006166872,"about_ca_topic_score_gemma":0.002139397,"domain_scores_codex":[0.9977049,0.001162839,0.0005645201,0.00009177739,0.0001832986,0.000292655],"domain_scores_gemma":[0.9980767,0.0008614376,0.0001790031,0.00007999617,0.0003905385,0.0004123139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1704635,0.001771593,0.0808635,0.00004629496,0.001501021,0.0003828084,0.1286278,0.00004298448,0.0005788671,0.005158331,0.06251144,0.5480518],"study_design_scores_gemma":[0.8577619,0.003396838,0.03753639,0.003106833,0.0008877471,0.0003305074,0.03611539,0.00008828737,0.000335686,0.05967829,0.0004623081,0.0002998703],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880963,0.007487806,0.00003576925,0.0009990404,0.0005173008,0.0006148958,0.00001942287,0.000001097025,0.002228394],"genre_scores_gemma":[0.9994652,0.00006506753,0.0001634592,0.000006352519,0.00004262664,0.00001593661,0.000004779616,0.00000854326,0.0002280786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6872983,"threshold_uncertainty_score":0.9322507,"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."}}