{"id":"W4242830388","doi":"10.17957/tpmj/15.3111","title":"HIV/AIDS AWARENESS; LONG DISTANCE TRUCK DRIVERS","year":2015,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condom; Medicine; Population; Demography; Quarter (Canadian coin); Sexual intercourse; Sex workers; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Research methodology; Geography","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003256653,0.0001049794,0.000163757,0.00004356535,0.001510466,0.00007225416,0.00078957,0.0002307476,0.001676826],"category_scores_gemma":[0.001478538,0.0000540731,0.00008471455,0.0002816005,0.0007856066,0.0001721736,0.0001042872,0.001139968,0.0002186069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286981,"about_ca_system_score_gemma":0.001814689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005998651,"about_ca_topic_score_gemma":0.0000387793,"domain_scores_codex":[0.996133,0.0007841766,0.0002752772,0.0001292503,0.002268189,0.0004100577],"domain_scores_gemma":[0.9983358,0.0003448327,0.00013587,0.0001159214,0.0001998512,0.0008677053],"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":[0.0004411275,0.0005044012,0.2874064,0.00001785371,0.0002540675,0.001012617,0.263682,0.0001025863,0.00001268001,0.06189371,0.2856967,0.09897587],"study_design_scores_gemma":[0.00266295,0.0001409923,0.02206403,0.001462495,0.00009802309,0.0003168946,0.2308572,0.0004434007,0.00003973659,0.07682388,0.6645945,0.0004959102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8734339,0.002785061,0.002962149,0.08727882,0.01057513,0.0001995139,0.000001488453,0.00009933986,0.02266457],"genre_scores_gemma":[0.9773763,0.0004715028,0.0002512834,0.0008500613,0.002564875,0.000004314544,0.000002277261,0.00001099832,0.01846843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3788979,"threshold_uncertainty_score":0.9997894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133233960101635,"score_gpt":0.3647663843074986,"score_spread":0.3334340447064822,"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."}}