{"id":"W2165877251","doi":"10.1186/1477-7517-11-10","title":"Injecting on the Island: a qualitative exploration of the service needs of persons who inject drugs in Prince Edward Island, Canada","year":2014,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Health psychology; Social policy; Qualitative research; Service (business); Social work; Criminology; Sociology; Medicine; Public health; Political science; Nursing; Social science; Law; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001424212,0.0001308641,0.0002664907,0.000182377,0.0001656956,0.00001665792,0.0001585774,0.00005105944,0.00005423326],"category_scores_gemma":[0.0006470298,0.00007744942,0.00006455902,0.0007321702,0.00006436606,0.0001824392,0.00002845275,0.0006615143,0.000002465469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002245224,"about_ca_system_score_gemma":0.0006862799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02550939,"about_ca_topic_score_gemma":0.03364364,"domain_scores_codex":[0.9979477,0.0007264631,0.0004780508,0.0001114806,0.0005525757,0.0001837305],"domain_scores_gemma":[0.9985865,0.0002798644,0.0005095452,0.00023653,0.0003178504,0.00006969532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002973843,0.00008071897,0.001030755,0.00007805388,0.00006715685,9.122037e-7,0.9838548,0.001036138,0.006623909,0.0002276426,0.00474957,0.001953003],"study_design_scores_gemma":[0.0009461303,0.0002367519,0.001681365,0.0005359431,0.00004495979,0.000150935,0.9816552,0.0006222784,0.01296997,0.0002293796,0.0008331959,0.0000938692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864994,0.0000293492,0.000337537,0.01059132,0.0004952747,0.000258672,0.00001050158,0.000005987894,0.001772013],"genre_scores_gemma":[0.9985868,0.00001823304,0.0000564613,0.0002768765,0.0003715796,0.000009160134,0.000002680128,0.00001703512,0.0006612077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208742,"threshold_uncertainty_score":0.9839898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741080402466556,"score_gpt":0.3358656938857673,"score_spread":0.2884548898611017,"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."}}