{"id":"W3209184633","doi":"10.5206/uwomj.v85i2.4140","title":"Inside Insite","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Human immunodeficiency virus (HIV); Needle sharing; Business; Public health; Addiction; Environmental health; Medicine; Nursing; Psychiatry; Virology; Computer science; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004606906,0.0006062964,0.0003822642,0.0007903625,0.008476282,0.008516584,0.002071513,0.008305298,0.1131978],"category_scores_gemma":[0.01287203,0.0005239255,0.0007645597,0.0009117081,0.007496785,0.006053331,0.005072167,0.01090771,0.02610788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01593538,"about_ca_system_score_gemma":0.03048816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3091967,"about_ca_topic_score_gemma":0.4895624,"domain_scores_codex":[0.9940869,0.001038026,0.0001551641,0.0006121961,0.002224982,0.0018827],"domain_scores_gemma":[0.9845062,0.002425125,0.000677518,0.0009148726,0.004218906,0.007257354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005603977,0.00003639379,0.00146006,0.000109584,0.000009540413,0.0002612989,0.001547275,0.00008021557,0.0001659655,0.03948634,0.9257357,0.03105174],"study_design_scores_gemma":[0.000004095762,0.000007420442,0.0003958454,0.00006976869,0.000002129541,0.00005816298,0.0005657228,0.00002110288,0.00004575861,0.0008071808,0.9980134,0.000009487894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006005439,0.01040138,0.002987749,0.5372384,0.02067487,0.00006718002,0.0008465607,0.001046022,0.4207324],"genre_scores_gemma":[0.06779846,0.00825575,0.00255746,0.2558903,0.005437058,0.0000703671,0.0008985361,0.001187395,0.6579046],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3091967,"threshold_uncertainty_score":0.614794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162901722831581,"score_gpt":0.2750495339779708,"score_spread":0.243420516749655,"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."}}