{"id":"W4402749067","doi":"10.47197/retos.v60.106333","title":"Análisis de la investigación en actividades físicas y su impacto en la salud pública: una evaluación integral (Analysis of research on physical activities and its impact on public health: a comprehensive evaluation)","year":2024,"lang":"es","type":"article","venue":"Retos","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physical activity; Political science; Philosophy; Medicine","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":[0.01702242,0.0007308853,0.001955807,0.003561684,0.001213962,0.0003788157,0.000417197,0.0007749284,0.0002604071],"category_scores_gemma":[0.01003326,0.0005551826,0.0005928117,0.004740094,0.0009549363,0.0005214687,0.0003890104,0.00464255,0.000104835],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002793348,"about_ca_system_score_gemma":0.009883977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002357148,"about_ca_topic_score_gemma":0.0001043262,"domain_scores_codex":[0.9572012,0.03624403,0.001037542,0.001111244,0.002420582,0.001985367],"domain_scores_gemma":[0.9418617,0.05470065,0.0004045768,0.0007481743,0.0008834803,0.001401369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.003717521,0.004102982,0.114672,0.02688929,0.02359514,0.0001482757,0.4891488,0.0008996332,0.005046714,0.1576587,0.03674505,0.1373758],"study_design_scores_gemma":[0.001649028,0.004283264,0.8571123,0.007968902,0.001830879,0.00001916035,0.04517693,0.06501532,0.0004468604,0.002122194,0.01355223,0.0008228967],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526976,0.004339706,0.000007911692,0.03750979,0.0002124586,0.002264109,0.00101796,0.0001583679,0.001792146],"genre_scores_gemma":[0.9939833,0.003160063,0.00003751632,0.0008710179,0.00111055,0.0004439982,0.0001140199,0.0001093468,0.0001701851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7424403,"threshold_uncertainty_score":0.99969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354234738060715,"score_gpt":0.6072133870958875,"score_spread":0.371789913289816,"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."}}