{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2008389,0.002651192,0.007766351,0.05625739,0.003317508,0.01985004,0.003963884,0.006139901,0.007590829],"category_scores_gemma":[0.4932578,0.002684183,0.01374424,0.0544567,0.004896938,0.0166948,0.01127149,0.003894245,0.001106239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636066,"about_ca_system_score_gemma":0.04656704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008132267,"about_ca_topic_score_gemma":0.01864803,"domain_scores_codex":[0.7613813,0.108792,0.08054042,0.007237731,0.03825162,0.003796807],"domain_scores_gemma":[0.4232243,0.4623721,0.04148243,0.01161439,0.05923608,0.002070693],"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":[0.001653655,0.0001558586,0.0148709,0.6560613,0.01345893,0.000428512,0.01455827,0.0006317208,0.0009606726,0.00913231,0.005822428,0.2822655],"study_design_scores_gemma":[0.0003821695,0.0004525839,0.01208245,0.9091393,0.02663638,0.0004573704,0.01199098,0.0003062704,0.0009643036,0.005960961,0.03152678,0.0001004067],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01848474,0.9288256,0.008342517,0.01468166,0.00105186,0.006561069,0.002863022,0.0001001828,0.0190894],"genre_scores_gemma":[0.2033271,0.725915,0.04341935,0.007156539,0.000482421,0.01531816,0.003081298,0.0001607286,0.001139321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2008389,"threshold_uncertainty_score":0.9855078,"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."}}