{"id":"W7161992845","doi":"10.82308/5651","title":"Increasing access to cognitive behavioural therapy for psychiatric outpatients in Quebec using telehealth","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Telemedicine; Gambling disorder; Cognitive behaviour therapy","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":[0.0005252805,0.0001561435,0.0001874709,0.0004853554,0.001875056,0.001077059,0.0006709686,0.0004140713,0.006786962],"category_scores_gemma":[0.002963843,0.0001600985,0.0002629925,0.001002005,0.0005871189,0.0006665048,0.0009104039,0.000737624,0.0003116725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01960236,"about_ca_system_score_gemma":0.02342664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710755,"about_ca_topic_score_gemma":0.9909282,"domain_scores_codex":[0.9994692,0.00009840263,0.00002660734,0.00006415944,0.0001151684,0.0002265069],"domain_scores_gemma":[0.9981828,0.0002181146,0.0003192643,0.00004209852,0.000526533,0.0007112362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00048462,0.0008771311,0.7919472,0.0005506381,0.00008846341,0.0006889554,0.01196796,0.0005776246,0.001929065,0.0007425998,0.01299051,0.1771552],"study_design_scores_gemma":[0.00007366423,0.0002515877,0.9855673,0.00024455,0.00004342449,0.0001132383,0.006479826,0.0005360314,0.0001420246,0.00005404347,0.006472223,0.00002203649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984633,0.0009706945,0.0002618745,0.003868507,0.00005317554,0.0001962875,0.0007695584,0.00002701854,0.009220032],"genre_scores_gemma":[0.9927065,0.001055426,0.0004368685,0.001271811,0.00002778142,0.0001200536,0.0003407098,0.000006507102,0.004034316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02892447,"threshold_uncertainty_score":0.1422257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09600872236243453,"score_gpt":0.4593269695167,"score_spread":0.3633182471542655,"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."}}