{"id":"W4229715793","doi":"10.3410/f.10094.467578","title":"Faculty Opinions recommendation of Viability and effectiveness of large-scale HIV treatment initiatives in sub-Saharan Africa: experience from western Kenya.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Scale (ratio); Human immunodeficiency virus (HIV); Geography; Economic growth; Socioeconomics; Medicine; Family medicine; Sociology; Cartography; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003514713,0.001151764,0.000956875,0.003902102,0.0007637864,0.001976807,0.002683864,0.001532827,0.03375167],"category_scores_gemma":[0.02154402,0.0004102331,0.000867785,0.006182932,0.0002078754,0.001413774,0.001389273,0.00145912,0.01971322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002654435,"about_ca_system_score_gemma":0.005285487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1347255,"about_ca_topic_score_gemma":0.1957811,"domain_scores_codex":[0.9987185,0.0003202257,0.0001961673,0.0002067976,0.0004184152,0.0001399822],"domain_scores_gemma":[0.9893926,0.002597813,0.001961928,0.001335889,0.003732883,0.0009789579],"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":[0.0001590905,0.00004087407,0.006337755,0.0004901895,0.00004076173,0.00001204562,0.00003947813,0.0002190219,0.00003558737,0.000301295,0.9870264,0.005297391],"study_design_scores_gemma":[0.0008032135,0.00006346319,0.1192049,0.00103965,0.0001489978,0.00006396345,0.0004834149,0.001814162,0.0007472413,0.0006835434,0.8748882,0.00005913446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005026688,0.0000506812,0.00002753679,0.0001767177,0.0000162326,0.00002434687,0.9982821,0.00005858604,0.0008611803],"genre_scores_gemma":[0.002587209,0.00009549023,0.0003757178,0.00005666545,0.00001292698,0.000179518,0.9943259,0.0000276667,0.002338777],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1347255,"threshold_uncertainty_score":0.2678825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476370130783265,"score_gpt":0.3287794571674267,"score_spread":0.2940157558595941,"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."}}