{"id":"W3164502134","doi":"10.9778/cmajo.20210039","title":"Intensity of outpatient physician care in the last year of life: a population-based retrospective descriptive study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; Institute for Work & Health; Brockhouse Institute for Materials Research; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Retrospective cohort study; Specialty; Population; Health care; End-of-life care; Descriptive statistics; Family medicine; Gerontology; Pediatrics; Demography; Palliative care; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001436876,0.00007672414,0.000425562,0.00004487839,0.0000182775,0.00000592058,0.0001354592,0.00002977677,0.00001746368],"category_scores_gemma":[0.000488156,0.00005614192,0.00006169974,0.0003117153,0.0000408603,0.00004360638,0.00008319836,0.000108331,0.000001844988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090182,"about_ca_system_score_gemma":0.0001696484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005496568,"about_ca_topic_score_gemma":0.003601669,"domain_scores_codex":[0.999182,0.0001191273,0.0002405451,0.0001526776,0.0002278693,0.00007779304],"domain_scores_gemma":[0.998841,0.0000693457,0.0001436726,0.0002766843,0.0006436919,0.0000255586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276725,0.0004834128,0.9472604,0.00005539026,0.00005963286,0.000009533996,0.05123612,0.00001375298,0.0002030465,0.00008184041,0.0001026874,0.000217441],"study_design_scores_gemma":[0.001333987,0.0006887672,0.8344988,0.0004161846,0.00005439506,9.291505e-8,0.1590772,0.00001133922,0.003768242,0.00004423998,0.00006388293,0.00004291927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954907,0.0002240795,0.0000108045,0.00008927435,0.00005806806,0.0006952251,0.00003987299,0.000002944368,0.003389048],"genre_scores_gemma":[0.9993791,0.000005234765,0.0002891284,0.0002058608,0.00002547256,0.00001712376,0.00005207018,0.000007105142,0.00001891322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127616,"threshold_uncertainty_score":0.8309203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067603199432888,"score_gpt":0.3886147194775398,"score_spread":0.281854399534251,"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."}}