{"id":"W4389385283","doi":"10.3390/biomedinformatics3040067","title":"Avatar Intervention for Cannabis Use Disorder in a Patient with Schizoaffective Disorder: A Case Report","year":2023,"lang":"en","type":"article","venue":"BioMedInformatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; McGill University; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Eli Lilly and Company","keywords":"Schizoaffective disorder; Polysubstance dependence; Intervention (counseling); Avatar; Psychological intervention; Psychology; Cannabis; Abstinence; Clinical psychology; Psychiatry; Cannabis Dependence; Randomized controlled trial; Psychotherapist; Medicine; Substance abuse; Psychosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170311,0.0008743544,0.0006511299,0.001099136,0.002668576,0.0008437567,0.0005496311,0.003220402,0.001950426],"category_scores_gemma":[0.001419101,0.0003911785,0.0008704893,0.0005363896,0.001010241,0.0007562195,0.0008771335,0.002056504,0.000381695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143773,"about_ca_system_score_gemma":0.0008920396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884479,"about_ca_topic_score_gemma":0.01070989,"domain_scores_codex":[0.9997291,0.00005199769,0.00002823137,0.00004653838,0.0000595529,0.00008451124],"domain_scores_gemma":[0.9996004,0.0001240397,0.00007637211,0.00002181068,0.00001865536,0.0001587222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006145579,0.0001872017,0.004430627,0.00005592962,0.00001603953,0.9879442,0.000815716,0.00009692938,0.001022818,0.0004538838,0.0004310305,0.004484199],"study_design_scores_gemma":[0.00001901229,0.0001703432,0.003177853,0.00003252838,0.00001638091,0.9936377,0.0005137971,0.0003943219,0.0005005284,0.0002631141,0.001258329,0.00001599848],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969186,0.005946704,0.003879538,0.006695394,0.0004988853,0.0002687799,0.0001589761,0.0001186484,0.01324703],"genre_scores_gemma":[0.9910986,0.002062665,0.001965746,0.001256739,0.0002934277,0.00003727332,0.00005013607,0.00002106639,0.003214375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884479,"threshold_uncertainty_score":0.0097121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779009627610118,"score_gpt":0.3575564624692514,"score_spread":0.3297663661931502,"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."}}