{"id":"W2750224454","doi":"10.1016/j.humimm.2006.08.104","title":"22-P","year":2006,"lang":"en","type":"article","venue":"Human Immunology","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0005307925,0.001020993,0.0005168297,0.001455362,0.001401933,0.003803739,0.0007487358,0.001934354,0.7483432],"category_scores_gemma":[0.001007241,0.0003157278,0.0006931733,0.0005793378,0.0007544089,0.0008681572,0.0016537,0.001703553,0.6581113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009552321,"about_ca_system_score_gemma":0.0008754343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218648,"about_ca_topic_score_gemma":0.004215372,"domain_scores_codex":[0.9996635,0.0000400546,0.00001016365,0.00007192165,0.0001137975,0.0001006011],"domain_scores_gemma":[0.9994917,0.0001030124,0.00001238364,0.00009706602,0.0001408052,0.0001549771],"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":[0.0003966564,0.0003602794,0.0009459332,0.0002269891,0.0000344017,0.0003074094,0.0000840233,0.0002405274,0.008158965,0.0260779,0.7404164,0.2227505],"study_design_scores_gemma":[0.00001522333,0.00006043017,0.001422479,0.00005679477,0.000008493681,0.0001793091,0.00003690881,0.0001150495,0.001328971,0.002029365,0.9947416,0.000005411191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001468095,0.0005232115,0.0008044776,0.001418721,0.002449821,0.00008432641,0.000608646,0.0003905863,0.9922522],"genre_scores_gemma":[0.003274212,0.0002960663,0.0003504559,0.0004375317,0.0003501682,0.00002440169,0.0004175884,0.00009305846,0.9947565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2516568,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331651996006804,"score_gpt":0.2539533035576427,"score_spread":0.2406367835975746,"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."}}