{"id":"W6960551125","doi":"10.1371/journal.pone.0290777.s001","title":"S1 File -","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Health care; Medical record; Test (biology); Record linkage; Diagnosis code; Linkage (software); Health records","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003956048,0.001250697,0.001721564,0.00322533,0.0020229,0.003536407,0.003334806,0.001873532,0.9236107],"category_scores_gemma":[0.05276765,0.001202977,0.0008678897,0.006641864,0.0005021249,0.003122207,0.00239054,0.001865964,0.5560585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318105,"about_ca_system_score_gemma":0.005428825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02356615,"about_ca_topic_score_gemma":0.02463117,"domain_scores_codex":[0.9980761,0.0003160172,0.0002776929,0.0004618616,0.0005778946,0.0002903986],"domain_scores_gemma":[0.9674602,0.01901086,0.001350163,0.002529624,0.008317834,0.001331347],"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":[0.0001021333,0.00003304823,0.0004912739,0.0004897725,0.000006952316,0.00001429871,0.00003874682,0.00009582971,0.00003335562,0.0004937797,0.9935594,0.004641396],"study_design_scores_gemma":[0.001097647,0.00009806152,0.00500524,0.001620088,0.00002982869,0.0001132093,0.0005052181,0.000699576,0.0003651842,0.005178784,0.985216,0.00007118488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001158023,0.00002037095,0.0002480159,0.0001991198,0.00007714599,0.0001556203,0.994293,0.0005402773,0.004350696],"genre_scores_gemma":[0.003127152,0.0001821177,0.003532849,0.001321006,0.0001214154,0.002507613,0.9550951,0.002298118,0.03181459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07638931,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656803936566132,"score_gpt":0.232304683208729,"score_spread":0.1757366438430677,"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."}}