{"id":"W4226266093","doi":"10.4212/cjhp.v75i2.3294","title":"Overstretched to Overcapacity","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.01419341,0.000631979,0.000604716,0.002401563,0.004669784,0.02409227,0.003458092,0.004003672,0.03461314],"category_scores_gemma":[0.05422239,0.0004480275,0.0008202118,0.00239097,0.01432717,0.01770541,0.01501272,0.01118838,0.006721518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007884409,"about_ca_system_score_gemma":0.01882532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699774,"about_ca_topic_score_gemma":0.01818263,"domain_scores_codex":[0.9758846,0.005932375,0.0009301316,0.002287928,0.01158733,0.003377702],"domain_scores_gemma":[0.9284806,0.01396159,0.004147304,0.01052895,0.01919972,0.02368175],"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":[0.0001823943,0.0003293637,0.01286028,0.000283674,0.000088488,0.0005257744,0.006352371,0.001261557,0.001187628,0.5477306,0.214708,0.2144899],"study_design_scores_gemma":[0.00004392151,0.0001654042,0.005774723,0.000738462,0.00004135483,0.0007881572,0.00953303,0.002298876,0.0009544523,0.2221081,0.7574295,0.0001239954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08984853,0.005615257,0.01929281,0.3165301,0.00747514,0.0001210705,0.0003540755,0.001336561,0.5594264],"genre_scores_gemma":[0.7843778,0.003246456,0.006527336,0.08340921,0.002774885,0.00009519379,0.0003275862,0.000878674,0.1183629],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03461314,"threshold_uncertainty_score":0.1157925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906682474336095,"score_gpt":0.3305729478042183,"score_spread":0.2915061230608573,"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."}}