{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001023553,0.0001233605,0.0001642708,0.0009200754,0.002515865,0.0002286023,0.0002796109,0.00002664305,0.0006761973],"category_scores_gemma":[0.0002500332,0.00009543384,0.00005845025,0.0007634292,0.00008599354,0.0002890502,0.00007515125,0.0004588274,0.000006896372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668065,"about_ca_system_score_gemma":0.00106323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9142949,"about_ca_topic_score_gemma":0.9984586,"domain_scores_codex":[0.998832,0.00005924899,0.0003448127,0.0001279464,0.0002287333,0.0004072953],"domain_scores_gemma":[0.9992827,0.0000715339,0.0001971884,0.0001614253,0.00009024829,0.0001968797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001244507,0.000007002763,0.9926684,0.00001586739,0.00002774135,0.00005342533,0.001368391,0.0008037405,0.00003574994,0.0002440725,0.001877844,0.002885355],"study_design_scores_gemma":[0.0005235637,0.00003303804,0.7584145,0.00004920147,0.0002375913,0.0004325093,0.004801962,0.0002367996,2.866196e-7,0.0001877954,0.2349018,0.0001808913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883423,0.0003855457,0.00001067201,0.01009988,0.0004089636,0.0004431139,0.00007836383,0.00001512432,0.0002159865],"genre_scores_gemma":[0.9988406,0.00000569953,0.00001300473,0.0008476276,0.0001236951,0.00008037237,0.000007757726,0.00001720275,0.00006409893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2342539,"threshold_uncertainty_score":0.9987827,"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."}}