{"id":"W4224057144","doi":"10.1186/s12954-022-00620-w","title":"Self-reported impacts of the COVID-19 pandemic among people who use drugs: a rapid assessment study in Montreal, Canada","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pandemic; Health psychology; Heroin; Family medicine; Health care; Public health; Environmental health; Psychiatry; Drug; Coronavirus disease 2019 (COVID-19); Nursing; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656429,0.0001879937,0.0004486073,0.0002673859,0.0004535283,0.000042862,0.0002019563,0.00004027702,0.0005523118],"category_scores_gemma":[0.0004558415,0.0001438443,0.0001008016,0.0008330746,0.00004322873,0.0002062834,0.0001125009,0.001217541,5.544188e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242797,"about_ca_system_score_gemma":0.005522131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4500398,"about_ca_topic_score_gemma":0.179109,"domain_scores_codex":[0.9964893,0.0007893973,0.0008420433,0.0002724011,0.001262813,0.0003439708],"domain_scores_gemma":[0.9980535,0.0001115685,0.0007479016,0.0004259119,0.000176799,0.0004843452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002291788,0.0009917018,0.8677761,0.00004088021,0.0004101267,0.0002701177,0.103591,0.00262434,0.0007629378,8.095859e-7,0.02258087,0.0007218934],"study_design_scores_gemma":[0.003138978,0.0003446715,0.6686187,0.00002631749,0.0002730113,0.00383461,0.321291,0.0003907481,0.00004961104,0.000011675,0.00190074,0.0001198878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959024,0.00009443441,0.000009795316,0.001884151,0.0009237507,0.0009423287,0.00002264947,0.00003336824,0.0001871127],"genre_scores_gemma":[0.998659,0.0001534953,0.0000428848,0.000290456,0.0001861818,0.00005289993,0.000009540498,0.0000289133,0.0005766117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709309,"threshold_uncertainty_score":0.9796024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05200601389443515,"score_gpt":0.3554293136016288,"score_spread":0.3034232997071937,"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."}}