{"id":"W4307885588","doi":"10.1177/22925503221128988","title":"The Financial Considerations of Employing a Dedicated Chaperone in Clinical Practice","year":2022,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Chaperone (clinical); Medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001856748,0.00007169799,0.0003314117,0.00009907983,0.0003017121,0.000006048067,0.00003395083,0.00003031494,0.0001543549],"category_scores_gemma":[0.2358348,0.00005788643,0.00007833492,0.0002812585,0.0001590339,0.00004262637,0.0001023675,0.0003425353,0.0000133655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005663153,"about_ca_system_score_gemma":0.0005769707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002659175,"about_ca_topic_score_gemma":0.0005145629,"domain_scores_codex":[0.9982855,0.0003171535,0.000709342,0.0001549829,0.00033445,0.0001985445],"domain_scores_gemma":[0.8647219,0.1346382,0.0002385024,0.0001986404,0.0001388567,0.00006390095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005024204,0.0006356185,0.9723366,0.00003162799,0.0001136488,0.0005232798,0.0007426454,0.00008234951,0.0001261239,0.0009424577,0.0187574,0.005205831],"study_design_scores_gemma":[0.0006429508,0.000165849,0.9627962,0.00006625805,0.0001051616,0.0001052315,0.0003995167,0.001005397,0.00003238022,0.0001015756,0.0344754,0.0001041499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931531,0.0007979067,0.0001128297,0.003062165,0.002323323,0.0001645547,0.00001347835,0.00003058076,0.000342087],"genre_scores_gemma":[0.998869,0.0002411883,0.0001841055,0.0004619419,0.0001139363,0.00009769393,0.000006265181,0.00001041235,0.00001545824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339781,"threshold_uncertainty_score":0.770602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08373669372098058,"score_gpt":0.3516992259737799,"score_spread":0.2679625322527994,"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."}}