{"id":"W4403091033","doi":"10.26443/mjm.v21i1.1038","title":"Approach to: Ptosis","year":2024,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Ptosis; Ophthalmology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001325732,0.0008072262,0.0005238224,0.0007054802,0.0009918347,0.00102961,0.0006565286,0.004628018,0.1470806],"category_scores_gemma":[0.001770518,0.0001794621,0.0005871035,0.0002437329,0.0003793589,0.001639491,0.001005046,0.00282505,0.06133378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747025,"about_ca_system_score_gemma":0.0004614517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209989,"about_ca_topic_score_gemma":0.001877935,"domain_scores_codex":[0.9997898,0.00002887077,0.00002303478,0.00003057427,0.00005642377,0.00007145759],"domain_scores_gemma":[0.9996952,0.00005035423,0.00003199858,0.00001813707,0.00009950001,0.0001047548],"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":[0.0001345271,0.0001656164,0.004298392,0.0002712706,0.00001655837,0.04664125,0.0001657936,0.0001393911,0.000571758,0.001957468,0.8368058,0.1088322],"study_design_scores_gemma":[0.0001161091,0.0002264589,0.004965724,0.001291624,0.00002304088,0.2688644,0.0008832219,0.0002708991,0.000533441,0.006902406,0.7158774,0.00004530362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.02273645,0.03266342,0.004789405,0.2677419,0.02717028,0.0004777505,0.001360227,0.001774729,0.6412858],"genre_scores_gemma":[0.1767478,0.02827895,0.003388561,0.2676438,0.04090781,0.000261869,0.001384633,0.0003971083,0.4809895],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1470806,"threshold_uncertainty_score":0.4920336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049799705231778,"score_gpt":0.3407525720460243,"score_spread":0.2902545749937065,"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."}}