{"id":"W2922334707","doi":"10.5206/uwomj.v85i2.4137","title":"Pre-exposure prophylaxis in a new era of HIV prevention","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaise; Medicine; Transmission (telecommunications); Human immunodeficiency virus (HIV); Condom; Anxiety; Viral load; Family medicine; Immunology; Psychiatry; Syphilis","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":[0.002629807,0.0002290865,0.0005183275,0.0006819617,0.0007991418,0.00210064,0.0007224439,0.001978561,0.0109239],"category_scores_gemma":[0.006100152,0.0002141704,0.0004091776,0.0004490745,0.001413818,0.003734017,0.001867843,0.006483055,0.001202239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001551998,"about_ca_system_score_gemma":0.002795157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026321,"about_ca_topic_score_gemma":0.00536116,"domain_scores_codex":[0.9986956,0.0004621425,0.00009056176,0.0001736698,0.000401856,0.0001762937],"domain_scores_gemma":[0.9951156,0.001999019,0.0003127299,0.0002455898,0.0006637884,0.001663176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002040968,0.0005353901,0.004333228,0.001471981,0.0000678497,0.0012947,0.001394421,0.0001404698,0.001035476,0.03956015,0.1209889,0.8289735],"study_design_scores_gemma":[0.000069987,0.0005582748,0.007119305,0.003435886,0.00005483633,0.003200192,0.0007085086,0.0001788529,0.0003028291,0.01407007,0.970265,0.00003620998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01564582,0.5797924,0.003154129,0.3370106,0.01214414,0.00009080255,0.0001338284,0.0002049824,0.05182336],"genre_scores_gemma":[0.1416091,0.6881412,0.008117065,0.1122472,0.03048504,0.0001407512,0.0002723523,0.00009535379,0.01889192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0109239,"threshold_uncertainty_score":0.03654408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152300570655752,"score_gpt":0.2714305003445432,"score_spread":0.2562004432789681,"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."}}