{"id":"W3180544293","doi":"10.4212/cjhp.v74i3.3159","title":"Building Back Better","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.009963697,0.001201872,0.0008642005,0.00230905,0.01266242,0.02310385,0.002986662,0.006033554,0.1103872],"category_scores_gemma":[0.02223185,0.0005382003,0.001130182,0.001768436,0.01242971,0.02369499,0.01628923,0.0125941,0.03738817],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009351371,"about_ca_system_score_gemma":0.02598767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02801171,"about_ca_topic_score_gemma":0.05128564,"domain_scores_codex":[0.9892671,0.00316313,0.0003273508,0.001179942,0.003628511,0.002434034],"domain_scores_gemma":[0.9813749,0.002502864,0.0007479128,0.004398824,0.005614147,0.005361308],"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":[0.00005947614,0.0002907215,0.002496285,0.0002732359,0.00007413617,0.0003596646,0.01497226,0.0005040799,0.0007677639,0.3615642,0.4508408,0.1677973],"study_design_scores_gemma":[0.00001272018,0.0000340471,0.0007407207,0.0003011927,0.00002416812,0.000142352,0.008042157,0.0001805103,0.000318913,0.09571641,0.8944607,0.00002605574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01130707,0.00626839,0.02179082,0.3256144,0.01230203,0.0001201387,0.0002189119,0.001136394,0.6212419],"genre_scores_gemma":[0.2621563,0.007854211,0.02759027,0.1720836,0.004168052,0.0002037174,0.0006427803,0.001827603,0.5234734],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9906486,"threshold_uncertainty_score":0.3692819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395095633324325,"score_gpt":0.2379372234402077,"score_spread":0.2139862671069645,"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."}}