{"id":"W6976878087","doi":"10.6084/m9.figshare.13070891","title":"Additional file 4 of The impact of dementia and language on hospitalizations: a retrospective cohort of long-term care residents","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Dementia; Retrospective cohort study; Cohort; Cohort study; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012259,0.0008108311,0.001075339,0.001891859,0.0008842845,0.0007564743,0.001229504,0.0008496026,0.6081349],"category_scores_gemma":[0.01996147,0.0003965461,0.001140926,0.003602737,0.0001583483,0.0009873073,0.0007348921,0.0007154878,0.03436923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735939,"about_ca_system_score_gemma":0.001425308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412347,"about_ca_topic_score_gemma":0.03011689,"domain_scores_codex":[0.9991491,0.0001555199,0.0001966065,0.0001935422,0.0001487828,0.0001564187],"domain_scores_gemma":[0.9872124,0.007337492,0.002303753,0.0008294507,0.00193868,0.0003783281],"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":[0.001093636,0.0001982142,0.03515277,0.002525109,0.0002731902,0.000127427,0.0001403497,0.0007492896,0.0001119344,0.0007407059,0.9515259,0.007361444],"study_design_scores_gemma":[0.01641266,0.00125737,0.5327567,0.009092855,0.001413842,0.001425262,0.001572481,0.005820781,0.001148264,0.007040275,0.4217471,0.0003124657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001020069,0.0000193933,0.00009578848,0.00005432392,0.00001184401,0.00006567236,0.998032,0.00004085163,0.0006600609],"genre_scores_gemma":[0.03731058,0.0001887801,0.001550767,0.0004177806,0.0001207708,0.002836496,0.9457781,0.0001749165,0.01162176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6081349,"threshold_uncertainty_score":0.5589479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220672394921246,"score_gpt":0.348889546445899,"score_spread":0.3268223069537745,"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."}}