{"id":"W4416363528","doi":"10.56885/691417nbjgto","title":"Do You Hate Policy? If So, Come To The Policy Café","year":2025,"lang":"","type":"article","venue":"Wound Care Canada","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health policy; Public policy; National Policy; Public health; Healthcare policy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008021852,0.0005303503,0.0005945002,0.0005598053,0.003281465,0.0002728366,0.001446244,0.0002849556,0.00139506],"category_scores_gemma":[0.0005325848,0.0004509897,0.0002085588,0.001937139,0.0001307879,0.0001070552,0.00155257,0.001077048,0.0002502265],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005653875,"about_ca_system_score_gemma":0.03097262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786168,"about_ca_topic_score_gemma":0.9907593,"domain_scores_codex":[0.9946165,0.001183884,0.0009002015,0.0008080116,0.0008786912,0.001612674],"domain_scores_gemma":[0.9962513,0.0002949717,0.0002806637,0.001909346,0.0005308691,0.0007328758],"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":[0.00004736947,0.00003289313,0.0007063868,0.0010876,0.0003175236,0.00002843728,0.008138685,0.0002270311,0.000004794758,0.1136331,0.8488254,0.02695077],"study_design_scores_gemma":[0.0008291473,0.00003961464,0.009319282,0.0004659553,0.0001777452,0.000001103707,0.02786252,0.00002159365,0.000008569604,0.000934648,0.9599493,0.0003905354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004938383,0.007325127,0.0009522501,0.6374762,0.01658371,0.007611553,0.001392965,0.0001550536,0.3235648],"genre_scores_gemma":[0.6593758,0.0002381009,0.0000229051,0.1175924,0.001324166,0.0003358175,0.00004917561,0.00004237437,0.2210193],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6544374,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022830721609343,"score_gpt":0.3619261764790712,"score_spread":0.3416978692629777,"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."}}