{"id":"W4211142194","doi":"10.1001/jamaoncol.2021.7643","title":"Effect of a Symptom Monitoring Intervention for Patients Hospitalized With Advanced Cancer","year":2022,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Intervention (counseling); Population; Emergency medicine; Clinical trial; MEDLINE; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00179567,0.000939887,0.001303005,0.0004705498,0.0005117587,0.000787485,0.0006864046,0.001582486,0.005960337],"category_scores_gemma":[0.00662696,0.0003984405,0.002206024,0.0003321211,0.0005545415,0.0008363979,0.0007664312,0.00172827,0.0002983948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008431322,"about_ca_system_score_gemma":0.001738167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541392,"about_ca_topic_score_gemma":0.002472779,"domain_scores_codex":[0.9982572,0.001051795,0.0002086495,0.00020672,0.000113191,0.0001625144],"domain_scores_gemma":[0.9973406,0.001067737,0.0008108474,0.0001058032,0.0001263078,0.0005487335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8069611,0.05569944,0.007034244,0.003206327,0.001852294,0.0000677909,0.0002027052,0.000735375,0.001285823,0.0001535111,0.001667195,0.1211343],"study_design_scores_gemma":[0.6389958,0.3257124,0.0295294,0.0005018486,0.001666648,0.00004822007,0.0001173812,0.001202099,0.0008802554,0.000187078,0.001123004,0.00003588312],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895124,0.003648773,0.0003239233,0.001088653,0.0006073365,0.00298311,0.0003285812,0.00008545322,0.001421787],"genre_scores_gemma":[0.9923159,0.001214755,0.001599306,0.0006014651,0.000439279,0.002954093,0.0002522093,0.000006969256,0.0006160618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005960337,"threshold_uncertainty_score":0.01993936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006983832577466542,"score_gpt":0.3291018409114819,"score_spread":0.3221180083340153,"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."}}