{"id":"W3206310970","doi":"10.3390/nu13113685","title":"Feasibility Study to Assess the Impact of a Lifestyle Intervention during Colorectal Cancer Screening in France","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre Léon Bérard; Institut National Du Cancer; Institute of Cancer Research; World Health Organization","keywords":"Colorectal cancer; Medicine; Cancer; Intervention (counseling); Colorectal cancer screening; Oncology; Internal medicine; Gerontology; Environmental health; Gynecology; Colonoscopy; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007983722,0.0008531628,0.0005996421,0.0008662245,0.001038698,0.0006738571,0.0005414018,0.0014658,0.00362161],"category_scores_gemma":[0.009097279,0.0004544272,0.00123077,0.0003405841,0.0005015829,0.0006034537,0.0009814393,0.0007132925,0.0005942304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176746,"about_ca_system_score_gemma":0.005273006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150234,"about_ca_topic_score_gemma":0.01041977,"domain_scores_codex":[0.9923308,0.005392094,0.0003415868,0.0003231154,0.0006629678,0.0009494715],"domain_scores_gemma":[0.9946062,0.002108984,0.0006525483,0.0003118615,0.0009527655,0.001367632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06187509,0.2824079,0.2875677,0.003301224,0.0007793055,0.005868795,0.02592848,0.003338581,0.03865268,0.0007136505,0.004483285,0.2850834],"study_design_scores_gemma":[0.01169196,0.5234329,0.4460975,0.0001864358,0.0001932166,0.0006537587,0.006788,0.001365694,0.002161145,0.0000888818,0.007218679,0.000121938],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880701,0.0001070122,0.0009235247,0.0003852281,0.00004931346,0.008879011,0.0001774925,0.00003757636,0.00137067],"genre_scores_gemma":[0.9769448,0.0002451994,0.006297297,0.0006517559,0.0001851877,0.01373582,0.0003420897,0.00001153036,0.001586353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150234,"threshold_uncertainty_score":0.0422225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311530950042127,"score_gpt":0.3796972529246819,"score_spread":0.3365819434242606,"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."}}