{"id":"W2068878583","doi":"10.1177/0269216314554325","title":"Predictors of hospital stay and home care services use: A population-based, retrospective cohort study in stage IV gastric cancer","year":2014,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Retrospective cohort study; Confidence interval; Palliative care; Cancer; Population; Relative risk; Health care; Emergency medicine; Cohort study; Cohort; Comorbidity; Family medicine; Internal medicine; Nursing; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003666745,0.0002983602,0.0008927495,0.0003421767,0.0000500626,0.000008657717,0.0001117407,0.000086857,0.0001517665],"category_scores_gemma":[0.0005406849,0.0002294289,0.00003902243,0.0006268901,0.0001732434,0.0001273082,0.00004785546,0.0003033729,0.000001411816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005075802,"about_ca_system_score_gemma":0.00007290056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01611217,"about_ca_topic_score_gemma":0.007120495,"domain_scores_codex":[0.9976044,0.0001492282,0.0005500537,0.0005419145,0.0008551578,0.0002992168],"domain_scores_gemma":[0.9982954,0.0003085174,0.000318639,0.0003766004,0.0005163685,0.0001844299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001653739,0.0002544771,0.9872136,0.0004883823,0.0001740109,0.00001767772,0.0112861,0.00006410067,0.00003647207,0.00001769487,0.00003756225,0.000244561],"study_design_scores_gemma":[0.007322045,0.003991749,0.981023,0.001043613,0.0002757573,4.052906e-7,0.005095484,0.0009741459,0.00002984224,0.00001632192,0.00004718758,0.0001804412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959245,0.0006829218,0.00009127238,0.000540899,0.0003569643,0.002086205,0.0001353261,0.00005058057,0.0001313194],"genre_scores_gemma":[0.9988489,0.0001051655,0.000136161,0.0001349314,0.0002474119,0.0001501372,0.0001691918,0.00003762843,0.0001705326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008991679,"threshold_uncertainty_score":0.9904396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012479790238507,"score_gpt":0.2919503562594383,"score_spread":0.2794705660209313,"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."}}