{"id":"W6904166423","doi":"10.1371/journal.pgph.0003423.s002","title":"GLM data procedures.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Activity-based costing; Medical care; Indirect costs; Total cost; Economic cost; Disease; Human immunodeficiency virus (HIV)","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":[0.01449589,0.003496987,0.004353072,0.006346784,0.001491382,0.004655479,0.006647055,0.003108373,0.6742808],"category_scores_gemma":[0.04739058,0.002060095,0.005002389,0.009841776,0.001320749,0.003719685,0.004337974,0.007740378,0.239431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158933,"about_ca_system_score_gemma":0.008863472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552048,"about_ca_topic_score_gemma":0.01545466,"domain_scores_codex":[0.9912409,0.00374302,0.001043557,0.001737255,0.001298915,0.0009364307],"domain_scores_gemma":[0.9675914,0.02182049,0.001493416,0.004969891,0.00341841,0.0007064256],"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":[0.0006239001,0.000230672,0.0007881482,0.00371279,0.0004871977,0.0001272537,0.0005059076,0.001392535,0.000371628,0.008990606,0.9397214,0.04304793],"study_design_scores_gemma":[0.001511181,0.0002941867,0.006818284,0.002247652,0.0004579694,0.0001154703,0.0007547947,0.006445434,0.0009872884,0.0262973,0.9538831,0.0001874484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001639495,0.0003836767,0.04309229,0.001398761,0.001969144,0.003624951,0.8817828,0.03511243,0.03099639],"genre_scores_gemma":[0.02192261,0.001087632,0.4163769,0.002824655,0.0008648749,0.07725707,0.3420196,0.0453803,0.0922664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6742808,"threshold_uncertainty_score":0.4645988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455767558699303,"score_gpt":0.4209879227874013,"score_spread":0.275411166917471,"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."}}