{"id":"W2899005326","doi":"10.4212/cjhp.v71i5.2846","title":"Evaluating Priorities and Resources: A Balancing Act","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001629633,0.0001053133,0.0001291969,0.0001654294,0.0005686787,0.0001344637,0.0002465776,0.00002801749,0.002060642],"category_scores_gemma":[0.0001083343,0.00007545598,0.00004288528,0.0001181249,0.000256862,0.0001697927,0.00001467924,0.0002663092,0.00009384764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009331031,"about_ca_system_score_gemma":0.0004671004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002261958,"about_ca_topic_score_gemma":0.003311487,"domain_scores_codex":[0.9989319,0.0001356017,0.0003004561,0.00009544614,0.0002390698,0.0002975464],"domain_scores_gemma":[0.9991094,0.0000818673,0.000224422,0.0001124491,0.0002321901,0.0002396525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002536247,0.00003088253,0.3587697,0.00003104482,0.0004225904,0.0001260417,0.3968832,0.0000210588,0.0005267952,0.000759404,0.03060922,0.2115664],"study_design_scores_gemma":[0.00450623,0.002337625,0.7414312,0.0002772223,0.0002381631,0.0004641925,0.008602601,0.000966933,0.0007835613,0.001852989,0.2379181,0.0006211294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859368,0.001011961,0.00000566577,0.001594462,0.001249274,0.0001295301,0.000002271449,0.000006305856,0.01006375],"genre_scores_gemma":[0.9971542,0.000009173042,0.0001222683,0.0004355235,0.001370908,0.000002874111,7.921507e-7,0.00001437321,0.000889851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3882806,"threshold_uncertainty_score":0.9988516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06966656244806999,"score_gpt":0.3897315225004009,"score_spread":0.320064960052331,"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."}}