{"id":"W7115813582","doi":"","title":"Desire for Control, Self-Efficacy, and Tinnitus Distress","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tinnitus; Distress; Perception; Psychological intervention; Personality; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713319,0.0001999967,0.0002728504,0.001002599,0.0005364855,0.001366025,0.0003665464,0.0004919373,0.001694966],"category_scores_gemma":[0.01077368,0.0001664712,0.0005427633,0.0006289681,0.001009583,0.0003800003,0.0007778161,0.0009901305,0.00008603698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008556047,"about_ca_system_score_gemma":0.0007021242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008661693,"about_ca_topic_score_gemma":0.01042079,"domain_scores_codex":[0.9990304,0.0002731135,0.0001013207,0.00008543838,0.000336329,0.0001734096],"domain_scores_gemma":[0.9906735,0.003566599,0.002872259,0.0004420185,0.0006404529,0.001805166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007404986,0.0003526778,0.9867569,0.00005725197,0.0001387574,0.0001341585,0.002501382,0.0001783207,0.0004291018,0.0003459925,0.0001910699,0.008840381],"study_design_scores_gemma":[0.000004718055,0.000067298,0.9982073,0.00001800714,0.00001909109,0.0001072691,0.001029925,0.0001714228,0.00004350003,0.0001222877,0.0001997139,0.000009497036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997209,0.000342695,0.000112846,0.0001108888,0.000005453495,0.00001975454,0.00005611504,0.000004938564,0.00213832],"genre_scores_gemma":[0.9996973,0.00008207286,0.00005785516,0.00001666164,0.000002242621,0.000005606971,0.00002838887,6.084583e-7,0.0001091387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008661693,"threshold_uncertainty_score":0.01722252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906575462644508,"score_gpt":0.2463543593256431,"score_spread":0.217288604699198,"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."}}