{"id":"W4390823401","doi":"10.1186/s13722-023-00433-7","title":"Perspectives of healthcare workers on the integration of overdose detection technologies in acute care settings","year":2024,"lang":"en","type":"article","venue":"Addiction Science & Clinical Practice","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Health care; Harm; Thematic analysis; Snowball sampling; Nursing; Harm reduction; Medicine; Psychology; Medical emergency; Public health; Qualitative research; Social psychology; Sociology; Political 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001691461,0.0001047407,0.0002103045,0.0003207366,0.0001011655,0.00003063972,0.0001384676,0.0001174587,0.00001059481],"category_scores_gemma":[0.009863326,0.00006694464,0.0001032192,0.001812286,0.000680173,0.0005471676,0.00005037532,0.00061042,0.00001304177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288696,"about_ca_system_score_gemma":0.0004757769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003115023,"about_ca_topic_score_gemma":0.00004879866,"domain_scores_codex":[0.9981611,0.0001524177,0.0005400857,0.0004274852,0.0005645439,0.000154403],"domain_scores_gemma":[0.9970419,0.001793069,0.0002577648,0.0003727805,0.0004963028,0.00003818382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001866116,0.001222015,0.01378117,0.0001602543,0.0002471176,0.00004160678,0.0350839,0.00004024632,0.01067714,0.00936535,0.0004236894,0.9270914],"study_design_scores_gemma":[0.001013946,0.004675918,0.1295025,0.001772472,0.0004953623,0.00004808489,0.8239078,0.002138879,0.03001234,0.000550893,0.00570546,0.0001763594],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384935,0.002726745,0.0003856246,0.05496909,0.0006251188,0.0007817406,0.00001494834,0.0001853891,0.001817792],"genre_scores_gemma":[0.9975347,0.001134819,0.001025457,0.0002053191,0.00002702818,0.00003480659,0.000003177196,0.000008382915,0.00002633707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.926915,"threshold_uncertainty_score":0.998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161535626689526,"score_gpt":0.4394891687086497,"score_spread":0.3978738124417545,"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."}}