{"id":"W2891638312","doi":"10.1136/bmj.k3796","title":"A quarter of people are not being active enough to stay healthy","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Data science; Medicine; World Wide Web; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0006969549,0.0003472869,0.000645997,0.0007797405,0.001204355,0.00133347,0.0004931272,0.001527049,0.01740948],"category_scores_gemma":[0.005553714,0.0003257829,0.0007674159,0.001814347,0.0004326002,0.001464989,0.001159054,0.001754793,0.004980735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000878114,"about_ca_system_score_gemma":0.002055661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03833777,"about_ca_topic_score_gemma":0.03939597,"domain_scores_codex":[0.9989686,0.0001923277,0.0001257582,0.00009663847,0.0003802997,0.0002363986],"domain_scores_gemma":[0.9983259,0.000225459,0.0004876798,0.0001010502,0.0004362387,0.0004236203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003506522,0.0002933231,0.2102064,0.001966755,0.0002538736,0.0003845177,0.001672161,0.00008280894,0.000866584,0.001936111,0.3645722,0.4174146],"study_design_scores_gemma":[0.0001544374,0.0003344184,0.5684781,0.005332801,0.0002495549,0.001598084,0.006141653,0.0001991438,0.0004393438,0.002030167,0.414982,0.00006028848],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4204763,0.1533828,0.001665201,0.2433642,0.01397038,0.0004170684,0.02704131,0.0003352514,0.1393474],"genre_scores_gemma":[0.717083,0.1433704,0.001179028,0.07529959,0.004382978,0.0005634514,0.01235838,0.00007862594,0.04568445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03833777,"threshold_uncertainty_score":0.07622921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676012337161024,"score_gpt":0.38182741917092,"score_spread":0.3350672957993098,"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."}}