{"id":"W3136104659","doi":"","title":"LibGuides: Precepting: Precepting at Nova Scotia Health","year":2014,"lang":"en","type":"libguides","venue":"","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008415061,0.0007755012,0.00173878,0.0004151535,0.003750053,0.00006562219,0.0008000993,0.002031714,0.06388504],"category_scores_gemma":[0.003849,0.0006395631,0.0002599877,0.0004167585,0.0001421787,0.0002521616,0.0007485347,0.004317498,0.02714963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886189,"about_ca_system_score_gemma":0.003733579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008690795,"about_ca_topic_score_gemma":0.009793157,"domain_scores_codex":[0.9890657,0.001711697,0.004508759,0.0008815175,0.001363448,0.002468852],"domain_scores_gemma":[0.9910815,0.002582587,0.003374608,0.001114742,0.000540866,0.001305671],"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":[0.00003547507,0.00002305119,0.001833344,0.0124922,0.00003296091,5.067287e-7,0.003259141,0.000007268881,0.000001359364,0.0003356999,0.9595399,0.02243906],"study_design_scores_gemma":[0.0008705592,0.0002756426,0.0004588126,0.007769342,0.00002937791,0.000004411665,0.001005515,0.000846697,0.000003936469,0.0001065574,0.9880672,0.0005619504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008142481,0.00163387,0.004505471,0.03240483,0.01993071,0.004435176,0.0002247551,0.001854639,0.9341963],"genre_scores_gemma":[0.001523596,0.002135546,0.01159783,0.1058273,0.01480852,0.0002275076,0.004632339,0.0003462391,0.8589011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07529519,"threshold_uncertainty_score":0.9996055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2625255975071548,"score_gpt":0.4697308476150555,"score_spread":0.2072052501079007,"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."}}