{"id":"W3170457999","doi":"10.1007/s11606-021-06770-0","title":"Patient Risk Interpretation of Symptoms Model (PRISM): How Patients Assess Cardiac Risk","year":2021,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Toronto; Hamilton Health Sciences; Queen's University; McMaster University; Public Health Ontario","funders":"Harvard T.H. Chan School of Public Health","keywords":"Medicine; Interpretation (philosophy); Risk assessment; Prism; MEDLINE; Intensive care medicine","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":[0.0091566,0.0009886972,0.001114773,0.001066133,0.0004658514,0.002993384,0.001409087,0.0009854002,0.005383176],"category_scores_gemma":[0.05275271,0.0006092144,0.002008135,0.0007738029,0.0003766584,0.002941954,0.003188969,0.002832767,0.001469197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000948741,"about_ca_system_score_gemma":0.002639249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003581114,"about_ca_topic_score_gemma":0.0062379,"domain_scores_codex":[0.993969,0.004113018,0.0005914578,0.0004606473,0.0007182684,0.0001475818],"domain_scores_gemma":[0.9758232,0.01813527,0.001570808,0.001466653,0.00215479,0.0008492052],"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":[0.002495971,0.001299663,0.2783509,0.001760639,0.002155106,0.000418933,0.003724041,0.02252478,0.0009876448,0.01888783,0.06795633,0.5994381],"study_design_scores_gemma":[0.00163589,0.003750423,0.1385473,0.002587491,0.004917018,0.003138935,0.004821997,0.5843772,0.005967939,0.1700258,0.07947829,0.0007516482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2656565,0.002467172,0.6236628,0.02787973,0.0006656896,0.00357186,0.01745487,0.01651347,0.04212796],"genre_scores_gemma":[0.6010723,0.0007067588,0.3869066,0.002480213,0.0001202696,0.001542651,0.005213793,0.0003491372,0.00160829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0091566,"threshold_uncertainty_score":0.04842532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499222464797208,"score_gpt":0.3211517386400746,"score_spread":0.3061595139921025,"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."}}