{"id":"W4388735955","doi":"10.1370/afm.22.s1.5263","title":"Implementing a Peer-Led, Low-Barrier Opioid Treatment Clinic in Longueuil Using a Photovoice Method","year":2023,"lang":"en","type":"article","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoice; Thematic analysis; Context (archaeology); Population; Opioid use disorder; Intervention (counseling); Addiction; Medicine; Family medicine; Psychology; Medical education; Nursing; Psychiatry; Qualitative research; Sociology; Opioid; Geography; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02222491,0.0001906135,0.0003680427,0.0003865456,0.0006766279,0.0001592037,0.0003429082,0.0001272986,0.002909152],"category_scores_gemma":[0.005405092,0.0001735242,0.0001648269,0.001939383,0.000176928,0.0002848617,0.0002372865,0.0002017304,0.0004662227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007562375,"about_ca_system_score_gemma":0.001102535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0254792,"about_ca_topic_score_gemma":0.02567707,"domain_scores_codex":[0.9928236,0.003292457,0.0005504017,0.0005290321,0.001078123,0.001726399],"domain_scores_gemma":[0.9966339,0.002354253,0.0001081505,0.0003162883,0.0001752466,0.0004121325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003905457,0.001327893,0.3540464,0.0001991133,0.000471636,0.0008402143,0.2480901,0.0004351978,0.131177,0.009195089,0.003062767,0.250764],"study_design_scores_gemma":[0.007161798,0.0008032999,0.03423798,0.0002550432,0.0001841365,0.00000468281,0.1680689,0.101086,0.07845393,0.009608936,0.5982303,0.00190495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713358,0.00003824502,0.003492262,0.0004169337,0.0002654893,0.000810724,0.00001388985,0.0002401119,0.02338658],"genre_scores_gemma":[0.8698367,0.0001336131,0.07686691,0.0003032495,0.0005331178,0.0004349404,0.00001215085,0.0000755234,0.05180379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5951676,"threshold_uncertainty_score":0.9980024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.674603455859416,"score_gpt":0.7055678931510264,"score_spread":0.03096443729161047,"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."}}