{"id":"W4406572092","doi":"10.1016/j.abdp.2023.04.003","title":"10.1016/j.abdp.2023.04.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[0.0004991291,0.001400479,0.0006881432,0.001581068,0.001254933,0.002057377,0.001137431,0.003603103,0.9597784],"category_scores_gemma":[0.0009243865,0.0005975882,0.000727164,0.0008246577,0.0008710469,0.002032353,0.001305037,0.001572471,0.9590631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007647,"about_ca_system_score_gemma":0.0007273337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682612,"about_ca_topic_score_gemma":0.002400664,"domain_scores_codex":[0.9997762,0.00001574951,0.00001950864,0.00005443158,0.00006212098,0.00007203568],"domain_scores_gemma":[0.9989775,0.0001759919,0.00007837571,0.00006424871,0.0001866634,0.0005172163],"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":[0.0003707919,0.0002470548,0.002085481,0.0004473091,0.00003322124,0.0004627585,0.00006129283,0.0003419246,0.001437805,0.003870541,0.3676925,0.6229494],"study_design_scores_gemma":[0.00007074805,0.0001072098,0.002839468,0.0004327848,0.00002040984,0.002093502,0.000100571,0.0001920979,0.000566737,0.001793633,0.9917624,0.00002037134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001479962,0.002677927,0.0008587299,0.002231898,0.001166072,0.00005901849,0.001392056,0.0007551017,0.9893792],"genre_scores_gemma":[0.003609301,0.0009511128,0.0008142611,0.0008105781,0.0003525305,0.00003397054,0.0009335153,0.0001374769,0.9923574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04022163,"threshold_uncertainty_score":0.05737126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003949945467813366,"score_gpt":0.165937564665925,"score_spread":0.1619876191981117,"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."}}