{"id":"W4410459317","doi":"10.1016/j.chstcc.2025.100175","title":"The SONIC CENTRAL Study","year":2025,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Geography; Forestry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004726364,0.00006850834,0.00009095629,0.00002863496,0.00191896,0.00003238052,0.0002128259,0.00008431436,0.000290068],"category_scores_gemma":[0.002396073,0.00004143567,0.00004106561,0.0001795201,0.0001015433,0.00006842725,0.0001148086,0.0007633607,0.0002764284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497023,"about_ca_system_score_gemma":0.0005618529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005460674,"about_ca_topic_score_gemma":0.0001679716,"domain_scores_codex":[0.9982533,0.0006353139,0.0002010743,0.000159765,0.0002516642,0.000498838],"domain_scores_gemma":[0.9948232,0.004423605,0.00001387219,0.0002666878,0.0003824115,0.00009025979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005778733,0.0006304238,0.6254362,0.0009384528,0.0001047839,0.00004515932,0.01597203,0.000001674777,0.0001362029,0.2923642,0.03275812,0.03103483],"study_design_scores_gemma":[0.0008176367,0.0001605823,0.4841846,0.0000805176,0.00003982416,2.493957e-7,0.2195534,0.00002144489,0.00004311539,0.004255308,0.2907455,0.00009785622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6876644,0.006867215,0.0003041325,0.1004222,0.004202177,0.002764606,0.00003451722,0.0001975566,0.1975433],"genre_scores_gemma":[0.9941698,0.00004517569,0.00003172961,0.00114542,0.0002703907,0.0001460552,0.000004554265,0.000007610261,0.004179257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065054,"threshold_uncertainty_score":0.9993804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214002056907068,"score_gpt":0.5731090071159525,"score_spread":0.4517088014252457,"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."}}