{"id":"W3070136928","doi":"10.2196/19225","title":"Checklists for Complications During Systemic Cancer Treatment Shared by Patients, Friends, and Health Care Professionals: Prospective Interventional Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tenovus","keywords":"Medicine; Cohort; Prospective cohort study; Anxiety; Hospital Anxiety and Depression Scale; Depression (economics); Cancer; Cohort study; Physical therapy; Disease; Emergency medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001820563,0.0005548371,0.0004568763,0.0008643546,0.001346867,0.000813736,0.0006118299,0.0006495051,0.001721814],"category_scores_gemma":[0.003597163,0.0006599259,0.001037191,0.00078494,0.0005740564,0.0009032097,0.001071754,0.001109844,0.0004907329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523143,"about_ca_system_score_gemma":0.001069198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005476383,"about_ca_topic_score_gemma":0.006893218,"domain_scores_codex":[0.9985631,0.0004298019,0.0001451451,0.0003443779,0.0002824758,0.0002351604],"domain_scores_gemma":[0.9966748,0.0004642667,0.001442215,0.0004136415,0.0004343602,0.0005706114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009683708,0.001349125,0.9953252,0.0000256973,0.0001000554,0.00009866803,0.0003896039,0.0000219176,0.0001824469,0.00001505642,0.0001675938,0.001356298],"study_design_scores_gemma":[0.0002594905,0.004334352,0.9935501,0.00001304939,0.00009488524,0.00029331,0.000830633,0.0001474445,0.0001258337,0.0000162054,0.0003171522,0.00001762289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993166,0.00004448052,0.00008039249,0.00001065096,0.000005554736,0.0001933226,0.0002017166,0.000002241587,0.0001451009],"genre_scores_gemma":[0.9984187,0.00007111244,0.0002353178,0.00005602383,0.00001999552,0.0004094941,0.0005867956,0.000002997,0.0001995604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005476383,"threshold_uncertainty_score":0.01088899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05486565843604561,"score_gpt":0.4174434194903234,"score_spread":0.3625777610542778,"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."}}