{"id":"W4407910458","doi":"10.3138/canlivj-2024-0045","title":"Response to Commentary on Whitten et al.","year":2025,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009331105,0.00008899871,0.0001430328,0.0008892419,0.0001859711,0.00006523578,0.0001557246,0.00004419671,0.001281919],"category_scores_gemma":[0.0004667547,0.00008378924,0.00005636062,0.0002975609,0.0000318184,0.00005739983,0.00002738757,0.0006543335,0.0004391752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001242015,"about_ca_system_score_gemma":0.002155749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02948241,"about_ca_topic_score_gemma":0.08048012,"domain_scores_codex":[0.9987404,0.0002812466,0.0001556817,0.0001383967,0.0002813421,0.0004029036],"domain_scores_gemma":[0.998113,0.0001390899,0.00001635317,0.0002255124,0.0001295913,0.0013765],"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":[0.0005455983,0.000019119,0.01389751,0.000003670825,0.00005499752,0.002187166,0.0002152686,0.00000468941,0.0003536426,0.00006526008,0.9640739,0.01857919],"study_design_scores_gemma":[0.0007094382,0.0003137462,0.08723992,0.0002051484,0.00001138394,0.00007748973,0.00007621562,0.00003808471,0.0001372677,0.00002129594,0.9111053,0.00006471525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.247693,0.0001377956,0.00004883914,0.7234016,0.0002746688,0.0002342921,0.00004447195,0.00001031089,0.02815497],"genre_scores_gemma":[0.3858885,0.00009289089,0.000302895,0.6080534,0.00008073303,0.000005561146,0.000005117465,0.00001373777,0.005557122],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1381955,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02654129294108814,"score_gpt":0.342512142453922,"score_spread":0.3159708495128338,"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."}}