{"id":"W2528454353","doi":"10.2177/jsci.39.312","title":"","year":2016,"lang":"en","type":"article","venue":"Japanese Journal of Clinical Immunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00609776,0.0006551616,0.002888913,0.0006060922,0.0004574142,0.00002614685,0.00229948,0.001558045,0.001109013],"category_scores_gemma":[0.007629713,0.0003590851,0.001569405,0.0004827107,0.004135454,0.001067962,0.000550387,0.00197122,0.001001696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009312281,"about_ca_system_score_gemma":0.0003599456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000072201,"about_ca_topic_score_gemma":0.00003208724,"domain_scores_codex":[0.9867765,0.003935564,0.006722369,0.0007818173,0.0001690891,0.001614636],"domain_scores_gemma":[0.9843289,0.009118798,0.003775054,0.001202007,0.001390712,0.0001845289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008907144,0.001680939,0.08863269,0.00000455313,0.002307208,0.0002161351,0.0005773131,0.00000238249,0.8512172,0.0009609927,0.000263798,0.04522963],"study_design_scores_gemma":[0.04093292,0.01156848,0.1967194,0.0001588648,0.0003555038,0.015405,0.002227484,6.280123e-7,0.7026882,0.003279158,0.02590024,0.0007641288],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792472,0.003178859,0.0007199587,0.009500274,0.0067646,0.000261859,0.00000612704,0.0001180239,0.0002031632],"genre_scores_gemma":[0.9950191,0.001562121,0.000423305,0.001094023,0.0003496946,0.000016672,0.000004109983,0.00005036616,0.00148055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148529,"threshold_uncertainty_score":0.9998861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899071983482694,"score_gpt":0.3260670014846466,"score_spread":0.2870762816498196,"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."}}