{"id":"W4282010922","doi":"10.26443/ijwpc.v9i2.349","title":"When routine screening is not routine","year":2022,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Emotional distress; Payment; Medicine; Value (mathematics); Health care; Health literacy; Population; Psychology; Family medicine; Psychiatry; Business; Computer science; Political science; Environmental health; Clinical psychology; Anxiety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007311625,0.0003580895,0.0007501785,0.001890091,0.001675589,0.002943326,0.0009605071,0.003600591,0.008078451],"category_scores_gemma":[0.06479848,0.0003517102,0.0004964269,0.001360627,0.001898482,0.00290391,0.001506846,0.003107387,0.002052047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896479,"about_ca_system_score_gemma":0.002841293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00872152,"about_ca_topic_score_gemma":0.01070699,"domain_scores_codex":[0.9897668,0.003261284,0.001397312,0.001034148,0.002879118,0.00166133],"domain_scores_gemma":[0.9707195,0.01353334,0.006375958,0.001675939,0.004691084,0.003004221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001325912,0.0004634544,0.5509275,0.001328135,0.0001665357,0.03280672,0.006855925,0.0003487611,0.002982863,0.0155344,0.1383771,0.2488827],"study_design_scores_gemma":[0.0001943752,0.001299583,0.4746159,0.01184938,0.0005103567,0.12172,0.02962143,0.004299278,0.006120964,0.07004824,0.2792806,0.000439998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5032768,0.02808309,0.01406246,0.286912,0.00753603,0.0005841774,0.00189977,0.0008674869,0.1567783],"genre_scores_gemma":[0.9358201,0.006254625,0.007506603,0.04063123,0.003014324,0.0001776784,0.0007755971,0.000177249,0.005642651],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00872152,"threshold_uncertainty_score":0.03866804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03862157953056462,"score_gpt":0.3308133375277542,"score_spread":0.2921917579971895,"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."}}