{"id":"W3159368732","doi":"10.21203/rs.3.rs-471471/v1","title":"Addiction-related behavioral problems increase during the first six months of the Covid-19 pandemic","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Addiction; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Virology; Psychiatry; Biology; Medicine; Outbreak; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007478901,0.0002821906,0.0006478053,0.0007381081,0.0009454325,0.001657279,0.0005064739,0.001513138,0.005048218],"category_scores_gemma":[0.006738715,0.0004058383,0.0007812108,0.0009698629,0.0003816543,0.001104573,0.001980184,0.002840957,0.0009745484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009945399,"about_ca_system_score_gemma":0.0009447333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03170558,"about_ca_topic_score_gemma":0.05551588,"domain_scores_codex":[0.9991937,0.0001229557,0.00004923775,0.0001206619,0.0001684496,0.0003449906],"domain_scores_gemma":[0.996438,0.0003517094,0.001569099,0.0001304691,0.0004964251,0.001014325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003369951,0.0001617952,0.9816129,0.00007586118,0.0000695182,0.0001585779,0.0009360769,0.00009658487,0.0003338941,0.00008812312,0.00304256,0.01308715],"study_design_scores_gemma":[0.000001452617,0.00002700782,0.9991521,0.00001431255,0.000004023131,0.00003828638,0.000394609,0.00002391472,0.0000106736,0.00001651204,0.0003148497,0.000002317687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875252,0.001426297,0.0001476335,0.00271716,0.0001427515,0.00007222745,0.002728687,0.00004190166,0.005198143],"genre_scores_gemma":[0.9958453,0.0007541766,0.0001006441,0.0004542768,0.0001135097,0.00005533037,0.001582606,0.00001330417,0.001080878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03170558,"threshold_uncertainty_score":0.0630421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690752568620972,"score_gpt":0.488294525926076,"score_spread":0.3192192690639789,"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."}}