{"id":"W3187258796","doi":"10.1186/s12954-021-00530-3","title":"A qualitative study on overdose response in the era of COVID-19 and beyond: how to spot someone so they never have to use alone","year":2021,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian AIDS Treatment Information Exchange; University of Windsor; Canadian Institute for Advanced Research; Public Health Ontario; Dr. Peter AIDS Foundation; University of Toronto; University of Victoria; St. Michael's Hospital","funders":"University of Toronto","keywords":"Harm reduction; Thematic analysis; Psychology; Medicine; Internet privacy; Qualitative research; Public health; Nursing; Sociology","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":[0.003276638,0.0001963511,0.0004147212,0.0003916078,0.0002032632,0.0001438173,0.0001157324,0.00006436551,0.00008863864],"category_scores_gemma":[0.004813697,0.0001428375,0.00007066925,0.0005070758,0.00008381237,0.0003066177,0.0000604109,0.0008532832,0.00001840562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939435,"about_ca_system_score_gemma":0.0007109867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150764,"about_ca_topic_score_gemma":0.00003957948,"domain_scores_codex":[0.9959281,0.002247457,0.0004446813,0.0003474883,0.0007588078,0.0002734731],"domain_scores_gemma":[0.997856,0.0007357852,0.0001849437,0.0003882441,0.0003181553,0.0005169147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01164886,0.001234027,0.0004751829,0.00002025291,0.0001245336,0.0007356993,0.9250252,0.0001783105,0.05137805,0.00005851526,0.007172575,0.00194876],"study_design_scores_gemma":[0.003894598,0.002907919,0.03323117,0.0001005411,0.00009477591,0.001941014,0.950534,0.000008892033,0.002850734,0.0002824446,0.003997728,0.0001562064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044498,0.00008137875,0.0002078293,0.09428154,0.0002380369,0.0006657914,0.00003153943,0.00001249418,0.00003162919],"genre_scores_gemma":[0.9926529,0.0000558808,0.0008738181,0.004735013,0.0002519748,0.00002563729,0.000004653127,0.00002796155,0.001372186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08954652,"threshold_uncertainty_score":0.5824745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086841194836497,"score_gpt":0.4323819912419058,"score_spread":0.3236978717582561,"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."}}