{"id":"W6977611608","doi":"10.6084/m9.figshare.26561596","title":"Additional file 7 of Infrastructure, policy and regulatory interventions to increase physical activity to prevent cardiovascular diseases and diabetes: a systematic review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Cellular transport and secretion","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physical activity; Psychological intervention; MEDLINE; Government (linguistics); Risk assessment; Risk factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007072219,0.001706384,0.004103642,0.007889334,0.0007796045,0.002602966,0.002001696,0.001941486,0.832715],"category_scores_gemma":[0.09773739,0.001189865,0.004274718,0.01122935,0.0004942828,0.003583609,0.001857641,0.001182707,0.04871096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935899,"about_ca_system_score_gemma":0.006619123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008714601,"about_ca_topic_score_gemma":0.01739657,"domain_scores_codex":[0.9958961,0.001020468,0.001540466,0.0005371095,0.0006841667,0.0003216088],"domain_scores_gemma":[0.9000788,0.08092378,0.009345583,0.0017242,0.007171724,0.000755984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00111151,0.00005794144,0.001650379,0.5231151,0.001447594,0.0001072756,0.0001993959,0.0006791695,0.0001926249,0.002307536,0.4539678,0.01516355],"study_design_scores_gemma":[0.03075678,0.000686027,0.02741933,0.3306948,0.009142274,0.0006450986,0.0008338405,0.002713236,0.0009338873,0.02133324,0.5743687,0.0004728981],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.000221669,0.0006590842,0.0003363545,0.0004030086,0.00008363105,0.001410212,0.9955816,0.0002256155,0.001078895],"genre_scores_gemma":[0.02834688,0.006852236,0.02007472,0.005212967,0.0008028464,0.1061752,0.7928423,0.001506874,0.03818608],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.832715,"threshold_uncertainty_score":0.2386116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009497392698576504,"score_gpt":0.2486273698777063,"score_spread":0.2391299771791298,"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."}}