{"id":"W4404998888","doi":"10.1111/eve.14073","title":"Highlights of recent clinically relevant papers","year":2024,"lang":"en","type":"article","venue":"Equine Veterinary Education","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004627741,0.001153935,0.001817625,0.009605455,0.001230418,0.00866594,0.003164871,0.00522153,0.1247111],"category_scores_gemma":[0.01959673,0.0006343249,0.001482086,0.005839894,0.0009261231,0.004324601,0.002824366,0.003554454,0.05315645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232066,"about_ca_system_score_gemma":0.005265608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000771208,"about_ca_topic_score_gemma":0.001659712,"domain_scores_codex":[0.9966897,0.0007830111,0.0007029074,0.0004314655,0.001050689,0.0003422181],"domain_scores_gemma":[0.9828272,0.004121624,0.002123958,0.0007412519,0.007508781,0.002677176],"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":[0.0002386713,0.0000627023,0.0003803829,0.01119128,0.000101449,0.0006433342,0.00008962772,0.00006013425,0.0004676367,0.001624004,0.7605526,0.2245882],"study_design_scores_gemma":[0.00003079424,0.00003556029,0.0004746018,0.004080619,0.00005883967,0.0007209112,0.00008560999,0.0000192683,0.0001065942,0.0006956059,0.993679,0.00001244595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009411207,0.5339496,0.001365477,0.06441324,0.3323298,0.000676505,0.002981165,0.0004288104,0.06291426],"genre_scores_gemma":[0.005978819,0.4647623,0.002823066,0.06665088,0.3841814,0.0007489074,0.005948105,0.0002577079,0.06864879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1247111,"threshold_uncertainty_score":0.4172003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292220577382017,"score_gpt":0.383367516902634,"score_spread":0.3404453111288138,"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."}}