{"id":"W7023802962","doi":"","title":"Practicing the Public Good Exploring Ethical Issues in Public Health Practice","year":2012,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Articular cartilage damage; Gestational period; Hyporeflexia; Diafiltration; Pretext","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02651699,0.0007052687,0.001153013,0.001594488,0.005803161,0.0001388226,0.002088555,0.003016982,0.0006773205],"category_scores_gemma":[0.07162978,0.0006587589,0.0002336738,0.003354626,0.0004322425,0.00321738,0.0008236,0.04564018,0.00181386],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936995,"about_ca_system_score_gemma":0.008324396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888093,"about_ca_topic_score_gemma":0.5552611,"domain_scores_codex":[0.9591358,0.03491902,0.001390519,0.0009674943,0.001281118,0.00230608],"domain_scores_gemma":[0.9389638,0.05413633,0.00207128,0.001693872,0.002024348,0.0011104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002700511,0.00138966,0.01088209,0.001819072,0.0002957414,0.000138166,0.122754,5.136249e-7,0.00001483823,0.8172917,0.03219549,0.01294861],"study_design_scores_gemma":[0.0008942793,0.0000908642,0.008498872,0.001339829,0.0001564235,0.00001245284,0.1291462,0.000009311897,0.00000232652,0.0005719826,0.8587844,0.0004930729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01850522,0.005870065,0.000195321,0.2820772,0.007433761,0.001842497,0.00002237557,0.0003810079,0.6836725],"genre_scores_gemma":[0.9407104,0.0008476922,0.0002554033,0.0008693678,0.001689694,0.0001232845,0.0005664986,0.0002091899,0.05472844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9222052,"threshold_uncertainty_score":0.9995863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.297132023805607,"score_gpt":0.4765196374050557,"score_spread":0.1793876135994487,"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."}}