{"id":"W4323061210","doi":"10.1097/cxa.0000000000000156","title":"Add to Cart: Problematic Shopping and Behavioral Addictions in a Canadian Sample During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council; Lakehead University","funders":"","keywords":"Addiction; Pandemic; Context (archaeology); Psychology; Behavioral addiction; Coronavirus disease 2019 (COVID-19); Scale (ratio); Sample (material); Social psychology; Psychiatry; Disease; Medicine; Geography; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003850023,0.0002978562,0.0003575822,0.002368633,0.00394533,0.001324496,0.000944246,0.000727114,0.03000335],"category_scores_gemma":[0.002560725,0.0002748603,0.0004529467,0.003454622,0.0004811291,0.0006541004,0.001017235,0.0008094647,0.00208702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007645277,"about_ca_system_score_gemma":0.01332719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9694797,"about_ca_topic_score_gemma":0.9845977,"domain_scores_codex":[0.9996203,0.00002342378,0.00002706476,0.00003540729,0.0001753672,0.0001184033],"domain_scores_gemma":[0.9988292,0.0001107967,0.0001647656,0.00003897076,0.000583509,0.0002726651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053762,0.0001534895,0.8505875,0.0004872548,0.00005147504,0.0007323404,0.004218742,0.00007282247,0.000320393,0.0002061961,0.1046602,0.03840408],"study_design_scores_gemma":[0.00001377682,0.00003327005,0.9806892,0.0003008889,0.00003090328,0.0003197736,0.004325078,0.000129698,0.00003920174,0.0000793943,0.01400506,0.00003366691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643208,0.003472447,0.0003131805,0.01367682,0.0005810452,0.0006381125,0.07311554,0.0001343151,0.04374789],"genre_scores_gemma":[0.9518372,0.006482212,0.001260516,0.004436406,0.0003088446,0.0002883573,0.01676399,0.00009770277,0.01852479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03052032,"threshold_uncertainty_score":0.1003712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801892846246232,"score_gpt":0.2752835030108526,"score_spread":0.2172645745483903,"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."}}