{"id":"W6960619096","doi":"10.1371/journal.pone.0302164.g001","title":"Number of ED visits by registration year.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; MEDLINE; Mental health; Primary care; Emergency medical services","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":[],"consensus_categories":[],"category_scores_codex":[0.0003036697,0.000700819,0.00049078,0.002288832,0.001214477,0.001083291,0.001411638,0.0006876962,0.256031],"category_scores_gemma":[0.002410118,0.0004274391,0.000728915,0.00242003,0.00025644,0.0005831834,0.0009713863,0.0009636796,0.09919605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004780417,"about_ca_system_score_gemma":0.007846688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7026979,"about_ca_topic_score_gemma":0.8254085,"domain_scores_codex":[0.9992049,0.00003073964,0.0000708241,0.0001254417,0.0003187119,0.0002492756],"domain_scores_gemma":[0.9981248,0.0000657994,0.0002087584,0.00005938038,0.0009304214,0.0006108496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004700865,0.00001388078,0.002635882,0.00008774251,0.00000579615,0.00001888038,0.00001968398,0.00003660995,0.00004629327,0.0001456255,0.9910534,0.005889086],"study_design_scores_gemma":[0.0001907145,0.0000528074,0.1094368,0.000270498,0.00002165389,0.0001114037,0.000267845,0.0003936039,0.0001290415,0.000181356,0.8889152,0.00002902241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00310205,0.0004793581,0.0001734694,0.001855124,0.000438165,0.000280458,0.8775287,0.0006682933,0.1154744],"genre_scores_gemma":[0.02714851,0.001557696,0.000757661,0.002327328,0.0004423175,0.0004116492,0.643738,0.0006289529,0.3229879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7026979,"threshold_uncertainty_score":0.856509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331699411206004,"score_gpt":0.2506243986400421,"score_spread":0.2273074045279821,"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."}}