{"id":"W4405371914","doi":"10.1016/j.jneb.2024.10.011","title":"Validation of a Brief Physical Activity Assessment Tool for Adults With Limited Resources","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; New Jersey Agricultural Experiment Station; U.S. Department of Agriculture","keywords":"Psychology","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":[0.01679501,0.0005332464,0.0005796675,0.001030171,0.0004488458,0.0007937332,0.0009733615,0.0008056939,0.00126761],"category_scores_gemma":[0.03536554,0.0003249231,0.001168617,0.0009500368,0.0003278855,0.0009567487,0.001042637,0.001070261,0.0005183301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000825842,"about_ca_system_score_gemma":0.003164241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003949301,"about_ca_topic_score_gemma":0.01011838,"domain_scores_codex":[0.9903728,0.004493583,0.00167729,0.0006998874,0.002440595,0.0003158683],"domain_scores_gemma":[0.9872897,0.00436102,0.002541716,0.0007527913,0.004646964,0.0004078606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007446612,0.00250026,0.8365393,0.0007202768,0.0003796258,0.0001499402,0.001626001,0.0009435874,0.002191975,0.0003033562,0.007235126,0.1466658],"study_design_scores_gemma":[0.0003273898,0.002453707,0.9848823,0.0004965661,0.0001330182,0.0002511574,0.0009948162,0.002239879,0.0009400961,0.0001662265,0.007083088,0.00003175155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517544,0.001076418,0.01826922,0.001391473,0.0003818474,0.01412959,0.007310396,0.0002561762,0.00543046],"genre_scores_gemma":[0.9158976,0.00075056,0.05212818,0.0009040265,0.000107283,0.02149608,0.00717837,0.00003311433,0.00150481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679501,"threshold_uncertainty_score":0.08882159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201208394878285,"score_gpt":0.3980854981085493,"score_spread":0.3660734141597665,"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."}}