{"id":"W2343387684","doi":"10.1007/s00038-016-0807-y","title":"Three types of scientific evidence to inform physical activity policy: results from a comparative scoping review","year":2016,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Typology; Systematic review; Psychological intervention; Physical activity; Public health; Conflation; Evidence-based practice; Public policy; Scientific evidence; Psychology; Political science; MEDLINE; Medicine; Alternative medicine; Sociology; Nursing; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.001734018,0.00009946857,0.0006543837,0.0002938889,0.00006488396,0.0000363493,0.0003134634,0.00002622703,0.0000329726],"category_scores_gemma":[0.003351445,0.00006158057,0.0001384553,0.0004194492,0.0001242835,0.0008011545,0.00008770546,0.0002109376,0.00003384038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784145,"about_ca_system_score_gemma":0.005260099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005604556,"about_ca_topic_score_gemma":0.0002527437,"domain_scores_codex":[0.9978074,0.0001116288,0.0006042051,0.000173006,0.001063628,0.0002400806],"domain_scores_gemma":[0.9962243,0.0008952423,0.0008848448,0.000195519,0.001300753,0.000499377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002411935,0.003954316,0.00192315,0.002153149,0.0005289356,0.00002320491,0.005034982,0.000005553088,0.01480449,0.007305451,0.01248682,0.949368],"study_design_scores_gemma":[0.009958939,0.00870513,0.3744642,0.5556724,0.0001181682,0.0002120748,0.0001606596,0.0005476722,0.01504329,0.008603676,0.02587117,0.0006425812],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963729,0.0006034155,0.004921805,0.2970507,0.0003160743,0.0003672024,0.000105889,0.000008825711,0.000253255],"genre_scores_gemma":[0.9958396,0.0009181697,0.0005498772,0.001836379,0.0008066749,0.000003251553,0.000003704403,0.000005047235,0.00003730201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9487254,"threshold_uncertainty_score":0.9331189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4075578974722064,"score_gpt":0.5285390539365764,"score_spread":0.12098115646437,"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."}}