{"id":"W7103652748","doi":"10.5281/zenodo.17500626","title":"Oncogeriatrics","year":2017,"lang":"en","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Clinical Practice; MEDLINE; Nursing care; Geriatrics; Disease","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":[0.0002865031,0.000430857,0.0002732969,0.001287494,0.0005064018,0.001612741,0.0006458081,0.001207008,0.2904445],"category_scores_gemma":[0.001287316,0.0001775791,0.0002734801,0.000946354,0.0003488178,0.001720083,0.001418787,0.002162447,0.1440495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523757,"about_ca_system_score_gemma":0.0007068851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005215429,"about_ca_topic_score_gemma":0.002308325,"domain_scores_codex":[0.9997662,0.00002738249,0.00001052512,0.00003235013,0.0001379694,0.00002563442],"domain_scores_gemma":[0.9995709,0.0001231293,0.00002799976,0.00003557868,0.0001340922,0.0001083729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002081095,0.00004078887,0.00009490915,0.0002722074,0.000003591141,0.0001734793,0.00005818125,0.00008020082,0.0005820537,0.008560961,0.6654465,0.3246664],"study_design_scores_gemma":[0.000002114189,0.00000397528,0.00004949759,0.00006240496,8.458487e-7,0.0002378144,0.000008028082,0.000008557185,0.00006117647,0.0007345999,0.9988297,0.000001254586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003267,0.06737546,0.002284098,0.01369877,0.01893684,0.0001035813,0.001060437,0.0007796156,0.8947579],"genre_scores_gemma":[0.002793964,0.02256302,0.001323861,0.006847616,0.004456277,0.00006937011,0.0007641089,0.0002180515,0.9609637],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2904445,"threshold_uncertainty_score":0.9716337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05781021077778916,"score_gpt":0.2750956868233649,"score_spread":0.2172854760455757,"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."}}