{"id":"W2060987253","doi":"10.1503/cmaj.109-3320","title":"Beautifying hospitals: a tough sell","year":2010,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Prime (order theory); Health care; Architecture; Affect (linguistics); Business; Computer science; Operations research; Medicine; Art; Political science; Politics; Law; Sociology; Engineering; Visual arts","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008542222,0.000942792,0.0009294456,0.001941486,0.009217627,0.02144672,0.00175283,0.01248568,0.0578189],"category_scores_gemma":[0.02080789,0.0005470458,0.0007869659,0.001971573,0.01085147,0.01301278,0.006603818,0.01724278,0.01663621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006674224,"about_ca_system_score_gemma":0.00918512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006744575,"about_ca_topic_score_gemma":0.01533558,"domain_scores_codex":[0.9912499,0.001849905,0.0002183285,0.0005660692,0.00455776,0.001557967],"domain_scores_gemma":[0.9784392,0.003791771,0.0007017861,0.001262666,0.005273206,0.01053133],"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":[0.00002926805,0.00002245592,0.0002277131,0.00004647844,0.000008133042,0.0001071829,0.0003748426,0.00005153042,0.0001191466,0.04312378,0.9296013,0.02628801],"study_design_scores_gemma":[0.00001136589,0.00003085162,0.0005067721,0.0001876377,0.000003386028,0.0001731688,0.001706172,0.00005135529,0.00006253376,0.01382118,0.9834238,0.00002173886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001679592,0.01412584,0.0005882168,0.9007455,0.03728991,0.00001164906,0.0001196277,0.0001463265,0.04529323],"genre_scores_gemma":[0.08116848,0.02864132,0.002390097,0.620313,0.06337854,0.00003714142,0.0003897086,0.0007252767,0.2029564],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0578189,"threshold_uncertainty_score":0.1934234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850265192216953,"score_gpt":0.2447928779684664,"score_spread":0.2262902260462968,"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."}}