{"id":"W2123675103","doi":"10.12927/hcpol.2011.22179","title":"Predictors of Home Care Expenditures and Death at Home for Cancer Patients in an Integrated Comprehensive Palliative Home Care Pilot Program","year":2011,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Palliative care; Context (archaeology); Odds; Family medicine; Health care; Gerontology; Logistic regression; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004283489,0.0003486397,0.0008792994,0.0004326512,0.00007898106,0.000006782706,0.0001433094,0.0001978078,0.00001631114],"category_scores_gemma":[0.00007720113,0.0002901289,0.0001003284,0.0002932931,0.0001728335,0.0001116505,0.00007997418,0.0002281094,8.659235e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006899352,"about_ca_system_score_gemma":0.0005030196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05670669,"about_ca_topic_score_gemma":0.02058725,"domain_scores_codex":[0.9979687,0.0001391157,0.0005813394,0.0004676485,0.0003075826,0.0005356129],"domain_scores_gemma":[0.997616,0.0001058661,0.0003096582,0.0003074467,0.001277404,0.0003836222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291043,0.0002619863,0.8977627,0.002806259,0.00008478372,0.000006667596,0.08903981,9.850418e-7,0.00005406584,0.0001523428,0.00006247342,0.008476929],"study_design_scores_gemma":[0.00372605,0.007699187,0.9625931,0.001862244,0.00007064003,0.000001043942,0.01938096,0.00000938529,0.002120755,0.00007985478,0.002193637,0.0002631577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805358,0.01466977,0.000002328882,0.0001693079,0.0002276762,0.002293758,0.001960418,0.00007218185,0.00006873784],"genre_scores_gemma":[0.9939378,0.003012925,0.0009214454,0.0003012303,0.0002094436,0.0005305569,0.001009638,0.00005706782,0.00001987817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06965885,"threshold_uncertainty_score":0.9999551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875833944021634,"score_gpt":0.457195635723929,"score_spread":0.2696122413217656,"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."}}