{"id":"W2915104891","doi":"10.4212/cjhp.v72i1.2876","title":"The Winds of Change Continue","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.006129883,0.0006292273,0.0009296656,0.001579729,0.01028967,0.01974575,0.001419462,0.009960235,0.05807594],"category_scores_gemma":[0.01469431,0.0003041264,0.0008469445,0.002052639,0.0173363,0.014509,0.007168091,0.01426622,0.01418369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105786,"about_ca_system_score_gemma":0.01451272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03551447,"about_ca_topic_score_gemma":0.07273436,"domain_scores_codex":[0.9928526,0.001634462,0.0001794002,0.000690066,0.002835705,0.001807634],"domain_scores_gemma":[0.9876123,0.00241423,0.0009074017,0.0007808916,0.00379027,0.004494949],"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":[0.0001271479,0.00007860956,0.003175717,0.0003007203,0.00004075971,0.0003734962,0.009770919,0.0001153729,0.0005148661,0.5500177,0.3983604,0.03712428],"study_design_scores_gemma":[0.00001469641,0.00001889262,0.002045312,0.0001536142,0.000004867071,0.00008473638,0.01140723,0.00005467112,0.0000551265,0.0427547,0.9433783,0.00002784815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01259936,0.0157662,0.00254413,0.6831521,0.01949718,0.00006034518,0.0005072508,0.0002912857,0.2655822],"genre_scores_gemma":[0.3873162,0.01636037,0.003624773,0.3616753,0.01116328,0.0001124885,0.000496637,0.0004234464,0.2188275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9644855,"threshold_uncertainty_score":0.1942834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234939002662778,"score_gpt":0.2695239034068439,"score_spread":0.2460300031405661,"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."}}