{"id":"W4254540890","doi":"10.12968/hmed.2016.77.9.504","title":"Clinical News","year":2016,"lang":"en","type":"article","venue":"British Journal of Hospital Medicine","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Family medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001705351,0.0008584379,0.0006454822,0.001609077,0.001551818,0.005973533,0.001266437,0.006578591,0.3491073],"category_scores_gemma":[0.01543751,0.0005377882,0.0007102019,0.0008772602,0.001181902,0.002110497,0.001719944,0.006938904,0.268627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679947,"about_ca_system_score_gemma":0.003034503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705519,"about_ca_topic_score_gemma":0.004605524,"domain_scores_codex":[0.9981453,0.0002892052,0.0001276166,0.0001989569,0.0009343749,0.0003044648],"domain_scores_gemma":[0.9894958,0.00156758,0.0005182053,0.0007133506,0.003874941,0.0038302],"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":[0.00001968827,0.00001373781,0.00007097128,0.00005275023,0.000002380311,0.0001095722,0.000009219252,0.000006368426,0.00006246032,0.0005781031,0.9778984,0.02117635],"study_design_scores_gemma":[0.00001485138,0.00001473997,0.0002665189,0.0001210207,0.000002916476,0.0001860442,0.00003450604,0.00001105567,0.00004317594,0.0004550977,0.9988457,0.000004313286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006107708,0.01277342,0.0004235615,0.1923063,0.3679639,0.0001168,0.0006389775,0.0004713914,0.424695],"genre_scores_gemma":[0.004596928,0.009817334,0.0003905991,0.1015735,0.1499076,0.00008040902,0.0007836673,0.0001906396,0.7326592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6508927,"threshold_uncertainty_score":0.9284195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0727337020146081,"score_gpt":0.4654722820828849,"score_spread":0.3927385800682768,"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."}}