{"id":"W3174167334","doi":"10.25011/cim.v44i2.36479","title":"Defining Clinical Public Health","year":2021,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; St. Francis Xavier University; St. Michael's Hospital; Centre for Addiction and Mental Health; University of Ottawa; Public Health Agency of Canada; Toronto Metropolitan University; Government of Canada; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"","keywords":"Multidisciplinary approach; Public health; Perception; Medical education; Medicine; Health care; Intersection (aeronautics); Construct (python library); Public relations; Psychology; Family medicine; Nursing; Sociology; Political science; Computer science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03871241,0.000931968,0.0009082755,0.007988739,0.0086224,0.0206263,0.003691744,0.008857945,0.01045837],"category_scores_gemma":[0.05122408,0.0005346108,0.0007518826,0.006872274,0.06853911,0.01520917,0.02305716,0.01079241,0.002096759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02840305,"about_ca_system_score_gemma":0.09642866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02285695,"about_ca_topic_score_gemma":0.01682202,"domain_scores_codex":[0.9415221,0.03419483,0.004355528,0.005642121,0.008857408,0.005428023],"domain_scores_gemma":[0.9332408,0.02315365,0.008961775,0.005015775,0.01526499,0.01436302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001563758,0.00005596697,0.005145888,0.0006396092,0.00001224497,0.0001988416,0.01753355,0.0001882295,0.0001511695,0.8891053,0.04831323,0.03864036],"study_design_scores_gemma":[0.00002687403,0.00005586146,0.004707988,0.004229323,0.00001839035,0.0005852866,0.03039235,0.0002064338,0.0001655779,0.2129586,0.7465915,0.00006180311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01538004,0.03800942,0.03835448,0.4737892,0.007851667,0.001198308,0.0007968834,0.000253508,0.4243665],"genre_scores_gemma":[0.6916239,0.03346132,0.05209215,0.1748745,0.008285321,0.003270432,0.00193541,0.0002392995,0.03421774],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03871241,"threshold_uncertainty_score":0.2060795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6415396922902561,"score_gpt":0.6031014742915068,"score_spread":0.03843821799874925,"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."}}