{"id":"W6885919842","doi":"10.1371/journal.pone.0309911.s001","title":"Characteristics of included studies.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Psychedelics and Drug Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Mental health; Quality (philosophy); Public health; Alternative medicine; Recreation; MEDLINE","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004273645,0.00009094631,0.0001841573,0.00005729944,0.00003286133,0.00001295667,0.0001097357,0.00005033086,0.09501275],"category_scores_gemma":[0.000273379,0.00007551677,0.00006535628,0.0001578836,0.00001030943,0.00002517749,0.0001150468,0.00008980919,0.004837672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503446,"about_ca_system_score_gemma":0.00001699552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002698079,"about_ca_topic_score_gemma":0.000002251431,"domain_scores_codex":[0.9993887,0.00001656706,0.0001890554,0.0001753072,0.00008836971,0.0001420283],"domain_scores_gemma":[0.9994707,0.0001750441,0.00004217977,0.0001861564,0.00009984771,0.00002612778],"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":[0.000005479213,0.00002707908,0.00005779737,0.0002958673,0.0002222082,0.00003798182,0.002679608,4.596779e-8,0.00002217568,0.001186641,0.9836028,0.0118623],"study_design_scores_gemma":[0.0001216607,0.00004829112,0.01618758,0.001328655,0.00002060715,0.000006426808,0.0005309177,0.00001698089,0.00009077659,0.0003987139,0.9811121,0.000137269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02505477,0.08316287,0.000002777841,0.001251732,0.004146243,0.0004645058,0.6139114,0.0004867681,0.2715189],"genre_scores_gemma":[0.9875146,0.00005375652,0.00001440847,0.0001815117,0.0003378486,0.000150137,0.008252321,0.00002230061,0.003473188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9624597,"threshold_uncertainty_score":0.9959372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589753645568564,"score_gpt":0.4274082530647705,"score_spread":0.268432888507914,"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."}}