{"id":"W4406566053","doi":"10.1016/j.testshow.2014.08.001","title":"10.1016/j.testshow.2014.08.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Medical care; Virology; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00100635,0.0008865386,0.0004342621,0.00166017,0.001075668,0.002767771,0.001222829,0.003303066,0.9501337],"category_scores_gemma":[0.004849881,0.0004323214,0.0006076562,0.000822098,0.001095771,0.003143402,0.001652825,0.001230868,0.8772916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007889381,"about_ca_system_score_gemma":0.001198126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048005,"about_ca_topic_score_gemma":0.003079318,"domain_scores_codex":[0.999545,0.00008597326,0.00003261907,0.00008374576,0.0001401574,0.0001124707],"domain_scores_gemma":[0.9976338,0.0007088176,0.0002477904,0.0001954548,0.0003500002,0.0008640427],"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":[0.0002496117,0.0004706506,0.005468318,0.000301909,0.00001663717,0.0001977273,0.0001772387,0.0001531205,0.0002589446,0.004138511,0.3544987,0.6340688],"study_design_scores_gemma":[0.0001106865,0.0002410417,0.00880853,0.001443242,0.00004164527,0.001245743,0.0009690686,0.0003659969,0.000638618,0.00739364,0.9786972,0.00004458117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004096263,0.001818491,0.001165499,0.004235312,0.0008428452,0.00009550947,0.002332298,0.001764238,0.9836496],"genre_scores_gemma":[0.01786726,0.001414651,0.002100547,0.001224705,0.0002382353,0.00009871315,0.001212021,0.0003652876,0.9754786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04986626,"threshold_uncertainty_score":0.07112819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201570266972465,"score_gpt":0.2604321472474446,"score_spread":0.2484164445777199,"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."}}