{"id":"W1613399101","doi":"10.4212/cjhp.v59i1.212","title":"A Time of Transition","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Pharmacy; Library science; Pharmacist; Management; Public relations; Medicine; Law; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001551805,0.00005381634,0.0001396528,0.00009794225,0.0003365976,0.000008376573,0.0002684677,0.00003057389,0.004156088],"category_scores_gemma":[0.000760461,0.00003284443,0.00006878218,0.0001351944,0.0001139375,0.0002224961,0.000003390442,0.0007946471,0.0001548667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007646512,"about_ca_system_score_gemma":0.002652949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004361395,"about_ca_topic_score_gemma":0.0017889,"domain_scores_codex":[0.9986264,0.0003812103,0.0003490862,0.00004083898,0.0002938859,0.0003085532],"domain_scores_gemma":[0.9983059,0.0003705129,0.0002572898,0.00008458766,0.0002698028,0.0007119743],"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":[0.001233196,0.0002935387,0.003558211,0.0002077252,0.0003509847,0.0009892498,0.07747173,0.00004475547,0.004838813,0.002789777,0.7651456,0.1430764],"study_design_scores_gemma":[0.008089184,0.005277642,0.03172066,0.001162795,0.0002947045,0.0001010337,0.005723745,0.0008892698,0.002049327,0.02305243,0.921183,0.0004561643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8441869,0.001370045,0.00003610986,0.1382971,0.0004619606,0.000267521,0.00002084081,0.000003683203,0.01535579],"genre_scores_gemma":[0.996246,0.0001300385,0.00003317654,0.002730872,0.0004331867,9.16709e-7,0.000001367209,0.000004470773,0.0004200042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560374,"threshold_uncertainty_score":0.9967542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07039730922356785,"score_gpt":0.4606268888430274,"score_spread":0.3902295796194595,"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."}}