{"id":"W2980405448","doi":"","title":"[Prognostic Value of Geriatric Screening Tools in Elderly Cancer Patients].","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Polypharmacy; Medicine; Triage; Comorbidity; Flemish; Gerontology; Geriatrics; Cancer; Geriatric oncology; Population; Intensive care medicine; Internal medicine; Psychiatry; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001302166,0.0005538218,0.0005395269,0.002402125,0.0003848157,0.0006396801,0.0004027783,0.0003933407,0.003161493],"category_scores_gemma":[0.01244148,0.000097219,0.0009766672,0.001990302,0.000147407,0.000709623,0.0006922801,0.0004873572,0.0007332667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004111514,"about_ca_system_score_gemma":0.0007320491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598825,"about_ca_topic_score_gemma":0.006135894,"domain_scores_codex":[0.9995399,0.0001248232,0.00009710977,0.00003971187,0.0001418612,0.00005662624],"domain_scores_gemma":[0.9971029,0.0006399954,0.0009677933,0.00006805995,0.0008630616,0.0003580972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008292224,0.00006738307,0.8991727,0.0003528022,0.0002853409,0.0002416401,0.00009745079,0.0002959299,0.00009124383,0.0001891781,0.01856101,0.07981619],"study_design_scores_gemma":[0.0001900106,0.0004956319,0.9877102,0.0003842783,0.0004972062,0.0009785504,0.0001570758,0.001492142,0.0001350083,0.000737541,0.007181602,0.00004084661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776999,0.03047747,0.002361414,0.005310188,0.001538773,0.001096807,0.04336974,0.0004334396,0.03771231],"genre_scores_gemma":[0.9771239,0.003230854,0.003388085,0.0004627464,0.000243075,0.0004119745,0.01270277,0.00001491356,0.002421692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004598825,"threshold_uncertainty_score":0.01057625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248616838348883,"score_gpt":0.2684445271240495,"score_spread":0.2359583587405607,"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."}}