{"id":"W4399573478","doi":"10.2196/54126","title":"Behavioral Weight Loss Programs for Cancer Survivors Throughout Maryland: Protocol for a Pragmatic Trial and Participant Characteristics","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Weight loss; Psychological intervention; Cancer; Protocol (science); Gerontology; Clinical trial; Medicine; Psychology; Physical therapy; Alternative medicine; Nursing; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.05885645,0.005061693,0.006319025,0.002753537,0.006214686,0.004448682,0.003441957,0.006283048,0.08695456],"category_scores_gemma":[0.05657138,0.003842257,0.004737796,0.00337808,0.002950212,0.00460328,0.003055318,0.008969393,0.01409226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007017309,"about_ca_system_score_gemma":0.02915111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003946936,"about_ca_topic_score_gemma":0.007950354,"domain_scores_codex":[0.9681311,0.02146938,0.004024643,0.001672934,0.002278393,0.002423465],"domain_scores_gemma":[0.9762032,0.00686878,0.003880983,0.003764126,0.005859679,0.003423104],"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":[0.6052539,0.0593,0.003803446,0.03708648,0.002894727,0.001479569,0.002959662,0.004436579,0.003693796,0.01567505,0.1233765,0.1400404],"study_design_scores_gemma":[0.8139677,0.03438192,0.006651996,0.01016479,0.001072224,0.0002262498,0.0008330553,0.00320109,0.001671287,0.01134573,0.1161522,0.0003317713],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005627854,0.00005511028,0.0007876501,0.0001498194,0.0001125963,0.9973286,0.0006009709,0.00002975933,0.0003726762],"genre_scores_gemma":[0.0003427822,0.00002469329,0.0008535404,0.00007249217,0.00001456736,0.9985507,0.00005357164,0.000001401516,0.00008620144],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08695456,"threshold_uncertainty_score":0.3112664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.461813976656162,"score_gpt":0.6359032273010531,"score_spread":0.1740892506448911,"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."}}