{"id":"W4311581391","doi":"10.1186/s12954-022-00725-2","title":"The “goldfish bowl”: a qualitative study of the effects of heightened surveillance on people who use drugs in a rural and coastal Canadian setting","year":2022,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Positive Living Society of British Columbia; St. Paul's Hospital; British Columbia Centre on Substance Use; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Possession (linguistics); Qualitative research; Scarcity; Criminology; Rural area; Psychology; Environmental health; Medicine; Sociology; Social science","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":[0.001454879,0.0001160609,0.0002867355,0.0001783249,0.0005191106,0.00003168848,0.0001229146,0.00002378825,0.00001575909],"category_scores_gemma":[0.0006723638,0.00007541321,0.00005531737,0.0004558063,0.00009032203,0.00008993877,0.00005931377,0.0006381934,3.704468e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083865,"about_ca_system_score_gemma":0.0003720786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02000872,"about_ca_topic_score_gemma":0.01151967,"domain_scores_codex":[0.9972834,0.001412963,0.0004046888,0.000137628,0.0005207388,0.000240553],"domain_scores_gemma":[0.9986475,0.0005348796,0.0003292564,0.0001934391,0.0001458503,0.0001491104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005708132,0.0003026731,0.02828495,0.00004821998,0.0001232413,0.0000206358,0.9619728,0.00009118925,0.002896764,0.00003083848,0.001428136,0.004229686],"study_design_scores_gemma":[0.001959154,0.0009214481,0.1996948,0.0001077141,0.00002812544,0.0002910805,0.79625,0.00008804673,0.0004366575,0.00004193008,0.0001144704,0.00006651053],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969065,0.0001063463,5.909119e-7,0.001746546,0.000556336,0.00057644,0.0000266795,0.000005043506,0.00007550201],"genre_scores_gemma":[0.9994186,0.00005256288,0.00001208984,0.0000490332,0.00009567868,0.00002517013,0.000002752542,0.00001696986,0.0003271921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1714099,"threshold_uncertainty_score":0.9865171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821153611647939,"score_gpt":0.3182338037293725,"score_spread":0.3000222676128931,"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."}}