{"id":"W6961008210","doi":"10.1371/journal.pone.0284075.s003","title":"Full process of study selection.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Psychiatric diagnosis; Risk factor; Coronavirus disease 2019 (COVID-19); MEDLINE; Epidemiology; Medical diagnosis","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":[0.05504622,0.004404732,0.01804847,0.0157768,0.003024006,0.006691237,0.00455644,0.006518722,0.3880245],"category_scores_gemma":[0.159849,0.004234733,0.007658149,0.01149834,0.00237953,0.005743601,0.004439736,0.004929565,0.07034986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006872674,"about_ca_system_score_gemma":0.04359016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006888757,"about_ca_topic_score_gemma":0.007033889,"domain_scores_codex":[0.968954,0.01061983,0.01138947,0.005036288,0.002924658,0.001075748],"domain_scores_gemma":[0.9027075,0.04156084,0.009290816,0.01445268,0.02954932,0.002438782],"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":[0.007312035,0.0002254386,0.001099277,0.3983898,0.001249039,0.000869075,0.003543706,0.0007932564,0.001529498,0.01060183,0.4692771,0.10511],"study_design_scores_gemma":[0.01849575,0.0006250202,0.003373772,0.2152969,0.001819763,0.0003742631,0.001407011,0.001924034,0.001161311,0.02487775,0.7301199,0.0005245624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"dataset","genre_scores_codex":[0.001650302,0.005769204,0.01904613,0.004489127,0.006825148,0.7069023,0.2416376,0.002715329,0.01096482],"genre_scores_gemma":[0.001369437,0.0008279608,0.01004122,0.001048206,0.0002543086,0.9759933,0.006259825,0.0002973259,0.003908419],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3880245,"threshold_uncertainty_score":0.8729088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145628833616143,"score_gpt":0.298140336703335,"score_spread":0.2666840483671736,"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."}}