{"id":"W3119598919","doi":"10.1016/j.conctc.2021.100701","title":"Protocol for a feasibility and early efficacy study of the Comprehensive Lifestyle Improvement Program for Prostate Cancer-2 (CLIPP2)","year":2021,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Arizona","keywords":"Medicine; Prostate cancer; Androgen deprivation therapy; Type 2 diabetes; Metabolic syndrome; Weight loss; Quality of life (healthcare); Physical therapy; Population; Internal medicine; Cancer; Obesity; Erectile dysfunction; Disease; Diabetes mellitus; Oncology; Endocrinology","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":[0.03029114,0.004210789,0.005379453,0.00214747,0.005075349,0.002499462,0.002978348,0.007076275,0.1289268],"category_scores_gemma":[0.02544396,0.002905887,0.002829653,0.002032172,0.002232549,0.002432541,0.002595908,0.009096406,0.03030215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365372,"about_ca_system_score_gemma":0.02141444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002764629,"about_ca_topic_score_gemma":0.00453662,"domain_scores_codex":[0.982001,0.01018511,0.002027298,0.001652536,0.002214517,0.001919532],"domain_scores_gemma":[0.9785997,0.004803589,0.002493339,0.003018897,0.007608538,0.003476002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5274761,0.1230861,0.004105345,0.0171874,0.0008696924,0.0008866244,0.001760543,0.003641141,0.006174033,0.009678803,0.113829,0.1913053],"study_design_scores_gemma":[0.6026568,0.1111889,0.01597586,0.004987022,0.0005467786,0.0002118036,0.0007631489,0.002792449,0.003316849,0.006051234,0.2511625,0.000346517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001150021,0.00007566206,0.001033711,0.0001549775,0.0001881522,0.9950868,0.00104142,0.0000629299,0.001206211],"genre_scores_gemma":[0.0007128485,0.00003208877,0.001104577,0.0001209319,0.00002378924,0.9975135,0.0001240087,0.000003258065,0.0003649685],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1289268,"threshold_uncertainty_score":0.4313033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.568427905203103,"score_gpt":0.5759105673299182,"score_spread":0.007482662126815143,"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."}}