{"id":"W2030396026","doi":"10.1089/jpm.2010.0326","title":"How to Identify Patients with Cancer at Risk of Falling: A Review of the Evidence","year":2011,"lang":"en","type":"review","venue":"Journal of Palliative Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; MEDLINE; Confounding; Poison control; Risk assessment; Population; Injury prevention; Accidental; Environmental health; Internal medicine; Psychiatry","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":[0.003487093,0.001152537,0.003983594,0.006658518,0.0004471924,0.001816853,0.001722776,0.002079989,0.002814059],"category_scores_gemma":[0.01579959,0.0006288206,0.002318663,0.007105102,0.0006232677,0.001859483,0.0007893697,0.001207351,0.0004103641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080714,"about_ca_system_score_gemma":0.005863029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006863941,"about_ca_topic_score_gemma":0.01519252,"domain_scores_codex":[0.9980887,0.0005652227,0.000640997,0.000160669,0.000470999,0.00007339327],"domain_scores_gemma":[0.9923734,0.005590325,0.001011339,0.00006561789,0.0008301404,0.000129214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001205925,0.00004239258,0.0007082633,0.5262627,0.001035355,0.000129974,0.0002356049,0.0001720931,0.0001309406,0.000545731,0.007419968,0.4631964],"study_design_scores_gemma":[0.000135533,0.0001662777,0.005900351,0.8797982,0.006626119,0.001147347,0.0006894957,0.0001520394,0.000187796,0.001054318,0.1041038,0.00003861195],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008017671,0.9995632,0.00002549723,0.0001803381,0.00003966288,0.00001416638,0.00001368504,0.000001311632,0.00008203446],"genre_scores_gemma":[0.0009967008,0.9987016,0.0001391153,0.00008733119,0.00001798672,0.00002076128,0.00001344763,4.743222e-7,0.00002260963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006863941,"threshold_uncertainty_score":0.01844174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1665446866426355,"score_gpt":0.4860058346220544,"score_spread":0.3194611479794189,"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."}}