{"id":"W6941885860","doi":"10.1371/journal.pone.0217353.g004","title":"Utilization: Inpatient admissions to hospital.","year":2019,"lang":"en","type":"other","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":"MEDLINE; Data source; Data collection; Inpatient care; Health services research","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":[0.0005360965,0.00106255,0.0008080159,0.004238823,0.0005084669,0.0009846129,0.001375702,0.00077834,0.1191039],"category_scores_gemma":[0.005612207,0.0004196253,0.00112909,0.005179961,0.0001996484,0.001583329,0.001452417,0.002046423,0.02621016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457582,"about_ca_system_score_gemma":0.002223801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04635753,"about_ca_topic_score_gemma":0.04714743,"domain_scores_codex":[0.9980463,0.0002625872,0.0004769342,0.0003333566,0.0004863191,0.0003943654],"domain_scores_gemma":[0.9965525,0.0002761211,0.001463475,0.0001273011,0.000861915,0.0007187627],"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":[0.0007746849,0.0001868815,0.07703017,0.002599979,0.0002002133,0.0001302649,0.0002168603,0.0006704454,0.0001738725,0.00110396,0.8858676,0.03104509],"study_design_scores_gemma":[0.0005869806,0.0002546633,0.706625,0.002597379,0.0001692695,0.0005909855,0.001719712,0.001771798,0.0004135264,0.002119918,0.282996,0.0001548252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01488283,0.001141199,0.0003644283,0.0007926148,0.0004347862,0.0004827191,0.9410324,0.0003806322,0.04048831],"genre_scores_gemma":[0.1260338,0.002864592,0.001336088,0.002228327,0.0006957566,0.003535018,0.8235304,0.0004397384,0.03933617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1191039,"threshold_uncertainty_score":0.3984423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797261820169295,"score_gpt":0.2427568761517819,"score_spread":0.2047842579500889,"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."}}