{"id":"W7115819332","doi":"","title":"BETTER GUIDANCE FOR BETTER HEALTH SYSTEMS","year":2015,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Usability; Set (abstract data type); Quality (philosophy); Healthcare system; Relevance (law); Health informatics; Order (exchange); Context (archaeology)","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":[0.06893233,0.002082665,0.002044882,0.004817377,0.005935094,0.02594394,0.004884854,0.01750479,0.06162442],"category_scores_gemma":[0.1273282,0.001327348,0.002376704,0.004636247,0.01430262,0.03531639,0.01368562,0.02624287,0.02005475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02033879,"about_ca_system_score_gemma":0.05585072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669769,"about_ca_topic_score_gemma":0.02110098,"domain_scores_codex":[0.9201296,0.05408785,0.003475295,0.004213958,0.01412515,0.00396814],"domain_scores_gemma":[0.9108975,0.04606372,0.004530036,0.01287484,0.01861215,0.007021799],"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":[0.00002098008,0.0001013311,0.0005377458,0.0009805878,0.00005210512,0.00008165702,0.006795705,0.001220213,0.0002021088,0.4283577,0.4802091,0.08144076],"study_design_scores_gemma":[0.0000401586,0.00004196266,0.0004884959,0.002401809,0.0000170789,0.00006052618,0.004537812,0.0004504981,0.0001501039,0.1991681,0.7925975,0.00004600432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001226894,0.01073511,0.03021056,0.8442869,0.00548982,0.0004417027,0.0006538553,0.0008371514,0.1061179],"genre_scores_gemma":[0.1312339,0.04533548,0.3966328,0.3075338,0.007181283,0.002130423,0.002523829,0.001519661,0.1059089],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06893233,"threshold_uncertainty_score":0.3645534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2644425850600677,"score_gpt":0.512782179091317,"score_spread":0.2483395940312492,"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."}}