{"id":"W2781930900","doi":"10.4212/cjhp.v70i6.1717","title":"The Value of Vision","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Optometry; Computer science; Medicine; Machine learning","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":[0.009025417,0.0005141549,0.0004102616,0.002073422,0.007190591,0.01946005,0.001627575,0.005075366,0.01499638],"category_scores_gemma":[0.0162178,0.000252612,0.0004538744,0.001403188,0.03234344,0.01509426,0.006232369,0.006743737,0.002138969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010009,"about_ca_system_score_gemma":0.01183885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086028,"about_ca_topic_score_gemma":0.01091293,"domain_scores_codex":[0.9915488,0.004931442,0.0001723695,0.0006265262,0.001811785,0.0009090492],"domain_scores_gemma":[0.9849014,0.006341462,0.0009060265,0.001899576,0.003518755,0.002432751],"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":[0.00001127952,0.000009226773,0.0002318999,0.00002696555,0.00000378493,0.00003361897,0.001826727,0.00005256422,0.00002345429,0.9787941,0.009406324,0.009580104],"study_design_scores_gemma":[0.00001326318,0.00001901857,0.0005285561,0.0001930122,0.000007880354,0.0001299399,0.006351102,0.0002638476,0.0001216205,0.7962802,0.1960692,0.00002236704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0121741,0.005345867,0.008883346,0.1204604,0.002092272,0.00003179754,0.00006659552,0.0001022283,0.8508435],"genre_scores_gemma":[0.9446468,0.001970981,0.005090561,0.01335284,0.0007995061,0.00008022909,0.00007076358,0.00009822133,0.03389009],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01946005,"threshold_uncertainty_score":0.07262063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107687018017134,"score_gpt":0.2495868170294296,"score_spread":0.2385099468492583,"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."}}