{"id":"W2982043238","doi":"10.20452/pamw.15031","title":"General health checks are not beneficial for general adult population","year":2019,"lang":"en","type":"letter","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002422969,0.0003882254,0.0008861358,0.0007724322,0.004647152,0.002592152,0.0008124936,0.03873158,0.0100884],"category_scores_gemma":[0.02035182,0.0004777216,0.0006431285,0.0009531988,0.001675024,0.002332749,0.001230289,0.02273454,0.005244998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002853955,"about_ca_system_score_gemma":0.004753968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347129,"about_ca_topic_score_gemma":0.028456,"domain_scores_codex":[0.9979723,0.0004783428,0.0003473161,0.0002427788,0.0004048152,0.0005544884],"domain_scores_gemma":[0.9923598,0.003636505,0.0008386432,0.0002265185,0.0009406688,0.001997843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000157892,0.0002016046,0.0153115,0.0001780906,0.00004152648,0.007338536,0.0007531047,0.00005026751,0.0005092992,0.005220869,0.9410135,0.02922386],"study_design_scores_gemma":[0.0004484318,0.0003364354,0.05017373,0.002229747,0.0001606629,0.01108127,0.004099402,0.0005094587,0.0004327053,0.01558025,0.9148155,0.0001325144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003141907,0.001071735,0.00004629906,0.980675,0.006302338,0.00001047439,0.00007663602,0.00001677817,0.008658752],"genre_scores_gemma":[0.01872809,0.001623665,0.0001561285,0.9485708,0.02037793,0.00002604748,0.00006710841,0.00002211026,0.0104281],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03873158,"threshold_uncertainty_score":0.0337491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072397840331313,"score_gpt":0.3429460781220431,"score_spread":0.3022220997187299,"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."}}