{"id":"W2044364823","doi":"10.1016/j.jmir.2017.07.004","title":"Assessing the Psychological Impact of Daily Bowel Preparation on Prostate Patients Who Receive Radiation Therapy","year":2017,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Nausea and vomiting management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Anxiety; Rectum; Prostate cancer; Radiation therapy; Distress; Depression (economics); Prospective cohort study; Cohort; Internal medicine; Physical therapy; Cancer; Psychiatry; Clinical psychology","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":[0.0005405431,0.0002071605,0.0003783505,0.0003503922,0.0006111632,0.0006378551,0.0002436957,0.0004239017,0.001367996],"category_scores_gemma":[0.004920509,0.0001445432,0.0006087288,0.0003806271,0.0003141308,0.000364085,0.000619067,0.0009336247,0.0001364094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559771,"about_ca_system_score_gemma":0.0006471737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461046,"about_ca_topic_score_gemma":0.008840988,"domain_scores_codex":[0.9994729,0.0001999036,0.00006110399,0.00002893862,0.0001136326,0.0001234754],"domain_scores_gemma":[0.9979081,0.000357622,0.0008634868,0.00004036899,0.000196033,0.0006343346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005435135,0.0008664794,0.9802305,0.00009167527,0.000262998,0.0002188528,0.001236309,0.0001450135,0.0004714439,0.00003030707,0.0003730894,0.0155298],"study_design_scores_gemma":[0.00002383115,0.001161275,0.9947759,0.00002416812,0.00009500766,0.0002954673,0.002808606,0.0001746868,0.0001147176,0.00002754758,0.0004835489,0.00001516015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985043,0.000253972,0.00002903436,0.0001700294,0.00001397272,0.00002491401,0.00004781997,0.000001701666,0.0009542556],"genre_scores_gemma":[0.9992068,0.000242398,0.0001323133,0.0001295468,0.00001568085,0.00001512101,0.00005961479,7.65845e-7,0.000197705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002461046,"threshold_uncertainty_score":0.004893482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855032744023587,"score_gpt":0.457870813228728,"score_spread":0.4093204857884922,"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."}}