{"id":"W4247446131","doi":"10.32920/ryerson.14639127.v1","title":"Examining the influence of treatment preferences on attrition, adherence and outcomes: a protocol for a two-stagepartially randomized trial","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; York University; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Attrition; Randomized controlled trial; Preference; Medicine; Physical therapy; Random assignment; Protocol (science); Insomnia; Clinical trial; Observational study; Clinical psychology; Psychology; Psychiatry; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001255088,0.0004105067,0.001360964,0.00004363778,0.0001354333,0.00008218065,0.000279212,0.0002550172,0.0006385671],"category_scores_gemma":[0.0004074849,0.0001868918,0.0003371344,0.00007743572,0.0003989549,0.00002691964,0.0001727736,0.0002519184,0.000004256458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003182001,"about_ca_system_score_gemma":0.00006989482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052279,"about_ca_topic_score_gemma":0.000229909,"domain_scores_codex":[0.9967889,0.001134662,0.0008790191,0.0007460515,0.000182663,0.000268774],"domain_scores_gemma":[0.9957937,0.002932794,0.0005356088,0.0004934809,0.0001857771,0.00005864467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9456331,0.002264611,0.006090589,0.0002069263,0.001089099,0.000008470742,0.004657847,0.00008666339,0.00005213133,0.001722524,0.0004316953,0.03775634],"study_design_scores_gemma":[0.9634889,0.008893837,0.0218323,0.0004291834,0.0003401955,0.000001750864,0.00111237,0.000008778551,0.00004895613,0.002696081,0.0007363572,0.0004112316],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7513986,0.00004127617,0.0002081079,0.000257608,0.0002463938,0.2454759,0.00005108892,0.00004714529,0.002273856],"genre_scores_gemma":[0.4130631,0.000007706842,0.000335417,0.0001893231,0.00006075233,0.5854748,0.00001080788,0.000008502666,0.0008495806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3399989,"threshold_uncertainty_score":0.7621228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4764803574875014,"score_gpt":0.4696319694940153,"score_spread":0.006848387993486083,"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."}}