{"id":"W6960697978","doi":"10.1371/journal.pone.0298052.s001","title":"Manuscript summary.","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Psidium guajava Extracts and Applications","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portrait; Health care; Thematic analysis; Intervention (counseling); Phase portrait; Healthcare system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009974775,0.0004177058,0.0003243716,0.0001558437,0.0001983745,0.0001073328,0.0007896917,0.001142024,0.8146501],"category_scores_gemma":[0.0002300395,0.0003923349,0.0002015528,0.0002425891,0.0000227183,0.00007556526,0.0003420858,0.002413025,0.5073625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007913326,"about_ca_system_score_gemma":0.0002028635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001524173,"about_ca_topic_score_gemma":0.00005007812,"domain_scores_codex":[0.9982952,0.0001013132,0.0003541406,0.0005710201,0.0001859922,0.0004923383],"domain_scores_gemma":[0.9986342,0.0002746084,0.000154612,0.0005735138,0.00007993871,0.0002831406],"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":[0.000009630032,0.0001178348,1.361762e-7,0.0007427303,0.0001313904,0.000205674,0.000008554098,0.000003801864,0.00002975054,0.000009994444,0.9974999,0.001240602],"study_design_scores_gemma":[0.000154722,0.00002604601,0.000005989029,0.0006339071,0.0002153516,0.00003537008,0.000004964575,0.00003105195,0.0001996376,0.0001052965,0.9981558,0.0004318439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[4.21068e-7,0.003819768,2.480183e-8,0.0005545451,0.001187078,0.0004779947,0.9817448,0.0002062984,0.01200904],"genre_scores_gemma":[0.000005028748,0.0002772882,0.000005919872,0.003104437,0.001530797,0.001024763,0.9826191,0.00004874726,0.01138389],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3072876,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2330133369620785,"score_gpt":0.4670031772489734,"score_spread":0.2339898402868949,"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."}}