{"id":"W4210439766","doi":"10.2196/preprints.12579","title":"Comprehensive Lifestyle Improvement Program for Prostate Cancer (CLIPP): Protocol for a Feasibility and Exploratory Efficacy Study in Men on Androgen Deprivation Therapy (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Androgen deprivation therapy; Medicine; Prostate cancer; Physical therapy; Psychological intervention; Cancer; Oncology; Internal medicine; Gerontology; Nursing","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":[0.02632369,0.0039072,0.005019404,0.002342619,0.004448365,0.002271533,0.00315947,0.004651336,0.05029494],"category_scores_gemma":[0.01599429,0.002594649,0.003627197,0.00256366,0.002525079,0.002247132,0.002720687,0.006121653,0.01254982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00563913,"about_ca_system_score_gemma":0.02855616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626238,"about_ca_topic_score_gemma":0.007458045,"domain_scores_codex":[0.9838823,0.009764546,0.001872119,0.001106914,0.001687546,0.001686521],"domain_scores_gemma":[0.9889204,0.00184781,0.0018017,0.001506905,0.00348032,0.002442932],"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":[0.5906663,0.1348725,0.006129595,0.02188906,0.001223991,0.0006317669,0.001784145,0.005154993,0.005778001,0.005020775,0.07785806,0.1489908],"study_design_scores_gemma":[0.734975,0.1045383,0.03046673,0.005047742,0.0006176889,0.0001756665,0.000813943,0.002132046,0.002776875,0.002581124,0.1155916,0.0002832485],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001886903,0.00006918326,0.0006176714,0.0001022376,0.00005833187,0.995299,0.001307547,0.00004116012,0.0006179276],"genre_scores_gemma":[0.001051798,0.00005057833,0.001098,0.00008122404,0.00001618941,0.9972016,0.00031861,0.000002398176,0.0001797955],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05029494,"threshold_uncertainty_score":0.1682533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169020377490081,"score_gpt":0.4337896698032472,"score_spread":0.316887632054239,"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."}}