{"id":"W4327757439","doi":"10.1016/j.jcjo.2023.02.015","title":"Resident Perspectives 58–2","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007764605,0.0007630265,0.0004045868,0.001518553,0.002207267,0.001988133,0.0006238124,0.002077098,0.6986727],"category_scores_gemma":[0.002156388,0.0003477525,0.0005972847,0.0007337435,0.0004363831,0.001162314,0.002175979,0.001688159,0.4402182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162001,"about_ca_system_score_gemma":0.002496305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367025,"about_ca_topic_score_gemma":0.02870637,"domain_scores_codex":[0.9992348,0.00008637847,0.00003322975,0.00009837354,0.0003122818,0.0002349488],"domain_scores_gemma":[0.9981228,0.00008943411,0.00005564466,0.00006689361,0.0007191528,0.0009460427],"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":[0.00002749578,0.00004326667,0.00067023,0.00006884314,0.000003556053,0.0005831667,0.0000759545,0.00001883523,0.0004572032,0.0007074693,0.9542198,0.04312426],"study_design_scores_gemma":[0.000007278161,0.00001881174,0.001417786,0.00008118667,0.000002558027,0.0004726177,0.0001738678,0.00001580277,0.0000581666,0.0001268326,0.9976205,0.000004507685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002316166,0.001915049,0.0001943417,0.01315404,0.02087548,0.0000507873,0.0003378953,0.0002275777,0.9609287],"genre_scores_gemma":[0.003694843,0.001059365,0.0001063542,0.003358473,0.002534306,0.00001536271,0.0001610479,0.00005947817,0.9890108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6986727,"threshold_uncertainty_score":0.4298068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09652698538961854,"score_gpt":0.4529604206230672,"score_spread":0.3564334352334486,"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."}}