{"id":"W6923752763","doi":"10.14288/1.0347278","title":"The impact of social, structural and physical environmental factors on transitions into employment among people who inject drugs","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Psychological intervention; Drug; Social environment; Cohort; Association (psychology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008074993,0.0001490376,0.000243742,0.0008101028,0.001473695,0.001285643,0.0004561321,0.0004427546,0.001794106],"category_scores_gemma":[0.00344991,0.0001822677,0.0003896407,0.0007865307,0.0008050906,0.0004598993,0.001791204,0.0007338169,0.0001554434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187612,"about_ca_system_score_gemma":0.00155564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1537593,"about_ca_topic_score_gemma":0.4017393,"domain_scores_codex":[0.9992454,0.0002234088,0.00003719356,0.00005296798,0.0001075686,0.0003335499],"domain_scores_gemma":[0.9978912,0.0004199968,0.0005680845,0.00009757998,0.0001820305,0.0008410257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007421133,0.0000733273,0.9948548,0.000007637776,0.0000283839,0.00005297973,0.0007036135,0.00004132374,0.00004679219,0.00004205495,0.00004866954,0.004026187],"study_design_scores_gemma":[8.5853e-7,0.00001773609,0.9989002,0.000006771672,0.000004209599,0.00001203977,0.0009389294,0.00003289107,0.000006800991,0.00002091152,0.00005740425,0.000001238567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991104,0.0001690986,0.00001584036,0.00009761213,0.000003380568,0.000003944814,0.00007069013,6.374905e-7,0.0005283012],"genre_scores_gemma":[0.9996725,0.00009903048,0.00001542826,0.00001569339,0.000003345328,0.000002151415,0.00005519673,5.383994e-7,0.0001361282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537593,"threshold_uncertainty_score":0.3057287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384701433400019,"score_gpt":0.3518669846945442,"score_spread":0.328019970360544,"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."}}