{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002301985,0.0008678098,0.002122999,0.0006315611,0.000412901,0.00007836564,0.0003713671,0.001381114,0.0001856503],"category_scores_gemma":[0.0003890079,0.0008494376,0.001862987,0.0002834635,0.00007543101,0.000150489,0.0001296534,0.002566121,0.0002944636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789932,"about_ca_system_score_gemma":0.0009067904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00122791,"about_ca_topic_score_gemma":0.0001339812,"domain_scores_codex":[0.9924532,0.001261377,0.001584633,0.001420715,0.001578553,0.001701495],"domain_scores_gemma":[0.9965335,0.000124172,0.001006445,0.001410537,0.000466558,0.0004587619],"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":[0.0001874658,0.0002362325,0.0007878173,0.007006163,0.0007246488,0.00009039599,0.0002920061,0.00002724681,0.0001451454,0.001047784,0.9002182,0.08923683],"study_design_scores_gemma":[0.004633971,0.0007516718,0.03899682,0.001162885,0.0004550884,0.0002192467,0.0000235978,0.000966574,0.0001059621,0.001074939,0.9507212,0.0008880387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01155933,0.001021314,0.022724,0.9460448,0.00633528,0.00833869,0.001143518,0.0005020565,0.002330992],"genre_scores_gemma":[0.006924409,0.0005411179,0.01401236,0.9006784,0.03504182,0.0007957967,0.01891031,0.0004263697,0.02266942],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0883488,"threshold_uncertainty_score":0.9999153,"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."}}