{"id":"W2053442727","doi":"10.1503/cmaj.141125","title":"The periodic health examination in adults","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"","keywords":"Health examination; Work (physics); Primary health care; Physical examination; Primary care; Industrial Revolution; Medicine; Health care; Data science; Computer science; Family medicine; Political science; Surgery; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02563513,0.00006036007,0.0001731716,0.0001368181,0.0003984452,0.00004414263,0.00007579037,0.0001851348,0.0004640843],"category_scores_gemma":[0.002671689,0.00004553642,0.0001049166,0.0002049691,0.00002048642,0.00005564236,0.000004690773,0.0007642948,0.0001086169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612677,"about_ca_system_score_gemma":0.002885716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450007,"about_ca_topic_score_gemma":0.0423698,"domain_scores_codex":[0.995666,0.002318332,0.0004348936,0.00009925097,0.001090557,0.0003909532],"domain_scores_gemma":[0.9982028,0.0001016078,0.0001538571,0.00009462324,0.0002188373,0.001228275],"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":[0.00000167626,0.00001402913,0.01421272,0.00002023216,0.00001720503,0.00001889063,0.0003135586,6.300792e-7,2.283832e-7,0.00019623,0.005818169,0.9793864],"study_design_scores_gemma":[0.001400814,0.00009110479,0.6139047,0.00022598,0.000004488445,0.0002442263,0.000292189,0.0007501423,5.053409e-7,0.0000728719,0.3829725,0.00004047142],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4151492,0.002965923,0.01014687,0.5497411,0.003071077,0.001008518,0.000005102857,0.00005731011,0.01785487],"genre_scores_gemma":[0.986816,0.0009285228,0.00003997126,0.0106315,0.0009755397,0.0000101975,0.000009920583,0.000008726359,0.0005795498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.979346,"threshold_uncertainty_score":0.9751045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006936063294496313,"score_gpt":0.2671544345772404,"score_spread":0.2602183712827441,"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."}}