{"id":"W3215797231","doi":"10.1093/aje/kwab282","title":"Profiles in Epidemiology: Dr. Larry Svenson","year":2021,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Government (linguistics); Bachelor; Metropolitan area; Christian ministry; Library science; Political science; Public health; Public administration; Gerontology; Sociology; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01022811,0.0009536421,0.001267983,0.003419347,0.001743465,0.00476872,0.001215361,0.003516404,0.007582611],"category_scores_gemma":[0.04618782,0.0006020267,0.0006386592,0.001575721,0.002468841,0.004640998,0.002095298,0.01145101,0.00466669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005028636,"about_ca_system_score_gemma":0.009214976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02040825,"about_ca_topic_score_gemma":0.02961885,"domain_scores_codex":[0.9927368,0.002600945,0.0006903709,0.001199199,0.002393974,0.0003787127],"domain_scores_gemma":[0.9784639,0.00666282,0.0008467648,0.0006412881,0.007640124,0.005744952],"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":[0.00001310638,0.00001001764,0.0007234436,0.0001055426,0.00001245732,0.000116361,0.0002121683,0.00003822563,0.00002710078,0.002913271,0.9561226,0.03970577],"study_design_scores_gemma":[0.00002192235,0.00002784257,0.001562336,0.002024839,0.00002116876,0.001472707,0.0006796757,0.0001779257,0.00007874014,0.01101221,0.9828777,0.00004282595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003868357,0.09089582,0.001958535,0.8550854,0.0434003,0.00003462852,0.0001477078,0.0001099675,0.007980882],"genre_scores_gemma":[0.0169639,0.2527858,0.005070388,0.5590704,0.1218472,0.0001319863,0.0002808129,0.0003681435,0.04348123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02040825,"threshold_uncertainty_score":0.05409205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729775923090644,"score_gpt":0.4132784397984022,"score_spread":0.3403008474893378,"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."}}