{"id":"W2061304541","doi":"10.1038/oby.2002.193","title":"Tools for Physical Activity Counseling in Medical Practice","year":2002,"lang":"en","type":"review","venue":"Obesity Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Weight loss; Psychological intervention; Health care; Obesity; Intervention (counseling); Physical activity; Physical therapy; Surgeon general; Family medicine; Gerontology; Public health; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004780676,0.0003327473,0.002676594,0.0003423108,0.0002481309,0.0000945393,0.000398389,0.0006854454,0.0001236902],"category_scores_gemma":[0.01279347,0.0002686853,0.0005284052,0.001035347,0.0002512698,0.0003180923,0.0001993829,0.004974062,0.000482767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008207842,"about_ca_system_score_gemma":0.002466078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726382,"about_ca_topic_score_gemma":0.0000459804,"domain_scores_codex":[0.9940162,0.001337128,0.0003651143,0.0007868418,0.002420083,0.001074597],"domain_scores_gemma":[0.9815999,0.01660483,0.0001456528,0.0006000785,0.0004135987,0.0006359055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001944534,0.008082856,0.000001268797,0.03106205,0.00007596397,0.0001852607,0.0001320269,5.671086e-8,0.000001178491,0.00051564,0.001587951,0.9581613],"study_design_scores_gemma":[0.0006757157,0.0008248381,0.00001269643,0.01267477,0.0002025825,0.00009614672,0.00002997477,0.0006895576,0.000003669488,0.000193036,0.9843776,0.0002194137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002786609,0.9809225,0.00007350021,0.003634092,0.000107949,0.004715797,0.00007297115,0.00007016175,0.007616376],"genre_scores_gemma":[0.00115718,0.9957454,0.0001230656,0.000118374,0.001559825,0.000452181,0.00004517163,0.00006075571,0.0007380679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827896,"threshold_uncertainty_score":0.9999765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4560391171076714,"score_gpt":0.5859483499531281,"score_spread":0.1299092328454567,"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."}}