{"id":"W6941859418","doi":"10.1371/journal.pmen.0000013.s001","title":"Description of ICES databases.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Schizophrenia (object-oriented programming); Cohort; Retrospective cohort study; Cohort study; Emergency department; Population; Mental health service; Ambulatory 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":[0.003184648,0.001088484,0.002466862,0.009535245,0.0005910117,0.004090831,0.002361517,0.00151372,0.461259],"category_scores_gemma":[0.01870153,0.0007824677,0.0013388,0.01731495,0.0003089248,0.00219739,0.001769766,0.001511016,0.1823809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755273,"about_ca_system_score_gemma":0.006169009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361801,"about_ca_topic_score_gemma":0.01034945,"domain_scores_codex":[0.9974036,0.0004265422,0.0009309824,0.0005258862,0.0003951886,0.0003178098],"domain_scores_gemma":[0.9919002,0.002812763,0.001367903,0.0009192532,0.002263493,0.0007362818],"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":[0.0004823246,0.00002970209,0.001832399,0.006726234,0.0001045867,0.00005437478,0.00007497618,0.0003083066,0.0001253903,0.003236285,0.968842,0.01818348],"study_design_scores_gemma":[0.0006325687,0.00003080365,0.004296395,0.00307605,0.0001091739,0.0001056394,0.0001879987,0.0004420617,0.0001610077,0.003781607,0.9871393,0.00003743386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001389123,0.00025743,0.0002512065,0.0001590732,0.00005522888,0.0001553767,0.9935997,0.0004140454,0.0049691],"genre_scores_gemma":[0.002853542,0.001195434,0.002617948,0.0005881716,0.00009852405,0.001738056,0.9843909,0.0007901413,0.005727257],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.461259,"threshold_uncertainty_score":0.7684486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07412765515555597,"score_gpt":0.2521908990230836,"score_spread":0.1780632438675276,"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."}}