{"id":"W2053846533","doi":"10.3747/co.20.1514","title":"Making Lifestyle Changes after Colorectal Cancer: Insights for Program Development","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"BC Cancer Agency","keywords":"Medicine; Colorectal cancer; Behaviour change; Cancer; Physical activity; Gerontology; Alternative medicine; Physical therapy; Psychological intervention; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006230512,0.0005537329,0.0006629024,0.001460271,0.0009772377,0.002292875,0.001117497,0.001454708,0.007090517],"category_scores_gemma":[0.01496373,0.0002226379,0.0008202638,0.001484166,0.0003557263,0.001666762,0.001711312,0.001786358,0.0006473754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243763,"about_ca_system_score_gemma":0.01999054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399619,"about_ca_topic_score_gemma":0.03932311,"domain_scores_codex":[0.9976823,0.001298116,0.0001143584,0.00007987053,0.0003251923,0.0005000404],"domain_scores_gemma":[0.9926813,0.003254684,0.000505702,0.0001196452,0.0008839035,0.002554863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004338662,0.004745214,0.03444312,0.00772585,0.0001782783,0.0003166074,0.002183766,0.001323146,0.0005434125,0.003933812,0.05002836,0.8941446],"study_design_scores_gemma":[0.003225876,0.01058104,0.4656048,0.1087089,0.001965559,0.001182824,0.0601382,0.008868863,0.00276048,0.02728633,0.3093599,0.0003171482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3026932,0.1131145,0.01757678,0.4738783,0.003071416,0.00927981,0.004432342,0.001034972,0.07491864],"genre_scores_gemma":[0.7063677,0.1304478,0.1178043,0.02216794,0.0009569278,0.01219508,0.003091645,0.00009306791,0.006875407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01399619,"threshold_uncertainty_score":0.03295052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075779154199168,"score_gpt":0.4194187225867813,"score_spread":0.3118408071668645,"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."}}