{"id":"W7111104387","doi":"10.1371/journal.pone.0329663.s009","title":"Protocol.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Triage; Glioma; Affect (linguistics); Cognitive test; Test (biology); Primary care","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":[0.0302499,0.001946416,0.004445405,0.003925103,0.00295977,0.004840956,0.003859684,0.005765085,0.5125236],"category_scores_gemma":[0.05388211,0.002196061,0.004266209,0.003608904,0.001745603,0.004443825,0.003382497,0.004327551,0.1243369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005992423,"about_ca_system_score_gemma":0.03045432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00534664,"about_ca_topic_score_gemma":0.008841073,"domain_scores_codex":[0.9825557,0.007747422,0.004545867,0.001967097,0.002240981,0.000942831],"domain_scores_gemma":[0.9634911,0.01039116,0.003893535,0.006434769,0.01386195,0.001927507],"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":[0.01003956,0.0006489013,0.001170076,0.1488623,0.0005841624,0.0006127454,0.002383889,0.0006527467,0.0008409797,0.02117932,0.6770542,0.1359711],"study_design_scores_gemma":[0.009071345,0.001096737,0.002397713,0.0546953,0.0003788378,0.000288584,0.00120692,0.000308254,0.000631949,0.009810507,0.9199927,0.0001210491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001410876,0.002880523,0.004192587,0.002822119,0.002385653,0.8779133,0.07507088,0.0007208563,0.03260317],"genre_scores_gemma":[0.001762276,0.001015069,0.006359654,0.002347461,0.00017639,0.9693012,0.006445804,0.0001057178,0.01248635],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4874764,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621961205176157,"score_gpt":0.3484869435272858,"score_spread":0.3122673314755242,"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."}}