{"id":"W4389323721","doi":"10.1097/j.jcro.0000000000000109","title":"Our Appreciation","year":2023,"lang":"en","type":"article","venue":"Journal of Cataract and Refractive Surgery Online Case Reports","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003996818,0.0000861474,0.0002410623,0.0003257327,0.0003357658,0.00007409791,0.00002811513,0.00009292546,0.00002210523],"category_scores_gemma":[0.003826191,0.00007077518,0.0001324869,0.0004358215,0.00005043255,0.001135784,0.00001120536,0.0002981759,0.000005262799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006396937,"about_ca_system_score_gemma":0.0008867796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004343476,"about_ca_topic_score_gemma":0.000210122,"domain_scores_codex":[0.9984246,0.0002865186,0.0005302161,0.0001227479,0.0004461926,0.0001897349],"domain_scores_gemma":[0.9962264,0.001665476,0.001332457,0.00008824895,0.0005008074,0.0001866654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004821442,0.001346694,0.313062,0.0001557855,0.0007349703,0.2694079,0.04603716,0.0000590543,0.0006400035,0.000661322,0.1099253,0.2574877],"study_design_scores_gemma":[0.000104256,0.0000489074,0.08254129,0.0001157938,0.0001275457,0.04911436,0.1273526,0.000007093965,0.0001042847,0.001760095,0.738476,0.0002476972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746081,0.0006106683,0.000009157474,0.02183353,0.001936585,0.00006223644,0.000005487513,0.00001990258,0.0009143183],"genre_scores_gemma":[0.9943596,0.002217374,0.00009158287,0.0001602671,0.002068136,0.000001259104,0.00002620911,0.000008665749,0.001066908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6285507,"threshold_uncertainty_score":0.4580584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207474991269284,"score_gpt":0.4240557792195573,"score_spread":0.3033082800926289,"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."}}