{"id":"W7114896794","doi":"10.58067/gt9w-6338","title":"Dental & Wellness Office Administration, 3rd edition","year":2025,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Office management; Office administration; Administration (probate law); Dental Assistant; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003013723,0.0005776805,0.0006599324,0.0003960347,0.0006747897,0.0002916449,0.000819588,0.0007593416,0.0008720456],"category_scores_gemma":[0.0003474755,0.0006665452,0.0004396228,0.0002863591,0.000323894,0.0002841557,0.0003279097,0.0009124649,0.001833207],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001670722,"about_ca_system_score_gemma":0.007878588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007876974,"about_ca_topic_score_gemma":0.0004685377,"domain_scores_codex":[0.9959559,0.0002313785,0.0008258082,0.0009907553,0.001445481,0.0005506517],"domain_scores_gemma":[0.9969957,0.0007318793,0.0004203984,0.0009980301,0.0003792811,0.0004746828],"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":[0.0006299499,0.0002030813,0.0001593253,0.0007461393,0.0002002044,0.008567653,0.00001343325,0.0000020449,0.0002494881,0.02209601,0.9668782,0.0002544261],"study_design_scores_gemma":[0.001571329,0.0002361068,0.0006836753,0.0006472701,0.0002512659,0.001997032,0.0001492941,0.00002735046,0.002266085,0.001716368,0.9896583,0.0007959052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004287594,0.001999447,0.000338891,0.00006134452,0.0108542,0.001163591,0.0009749387,0.0003573191,0.9799626],"genre_scores_gemma":[0.0747993,0.00004693549,0.00001851583,0.000306843,0.001766421,0.0002004322,0.001031674,0.00007429071,0.9217556],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07051171,"threshold_uncertainty_score":0.9995786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309997805319094,"score_gpt":0.2865943798788173,"score_spread":0.2734944018256263,"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."}}