{"id":"W2562305242","doi":"10.1002/osp4.98","title":"Evaluation of a web‐based weight loss intervention in overweight cancer survivors aged 50 years and younger","year":2016,"lang":"en","type":"article","venue":"Obesity Science & Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Medicine; Weight loss; Overweight; Retention rate; Adverse effect; Population; Psychological intervention; Physical therapy; Intervention (counseling); Cancer; Breast cancer; Obesity; Gerontology; Internal medicine; Psychiatry; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006695475,0.00009892406,0.0001803116,0.0002493209,0.00005109215,0.00002774449,0.0001263031,0.00006011629,0.0003946144],"category_scores_gemma":[0.001611087,0.00007573626,0.00005024263,0.0006970532,0.0003494945,0.00126871,0.00005247465,0.0001236128,0.00001045214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468145,"about_ca_system_score_gemma":0.0008075674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009630634,"about_ca_topic_score_gemma":0.02070101,"domain_scores_codex":[0.9974574,0.0003362248,0.0002342019,0.0003658789,0.001385517,0.0002208167],"domain_scores_gemma":[0.998551,0.0002327923,0.0002079424,0.0002809453,0.0006223463,0.0001049334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006643637,0.000654332,0.8343771,0.0001041025,0.00003267356,0.00002541657,0.002082888,0.00000773556,0.06213412,0.0002734144,0.0001048051,0.09953909],"study_design_scores_gemma":[0.002740259,0.0001580838,0.9804579,0.0004556895,0.0002671845,0.00001515213,0.0004220934,0.0006707145,0.008234895,0.0001136501,0.006322964,0.0001414026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949713,0.0008526235,0.0001699368,0.00187742,0.0004537337,0.0003114698,0.00001119903,0.00001594963,0.001336418],"genre_scores_gemma":[0.9991311,0.0002469049,0.0001224523,0.0002305664,0.00004801657,0.00002967359,0.00000153905,0.000007581327,0.0001821297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460809,"threshold_uncertainty_score":0.9971687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521305430917669,"score_gpt":0.3411580760600045,"score_spread":0.3159450217508278,"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."}}