{"id":"W4324020931","doi":"10.1097/prs.0000000000010410","title":"Novel Treatment Protocol for Combined Tear Trough Ligament Stretching and Injection","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Surgery; Complication; Patient satisfaction; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001016569,0.0006746215,0.0005792552,0.0008787952,0.0006211551,0.0003480248,0.00091102,0.000907254,0.01578169],"category_scores_gemma":[0.001707207,0.0002648667,0.0009618015,0.0003970363,0.0004265001,0.0005731018,0.0009135589,0.0009052244,0.002335443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004234538,"about_ca_system_score_gemma":0.001276716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003125321,"about_ca_topic_score_gemma":0.0005917879,"domain_scores_codex":[0.999158,0.0001658101,0.0001542594,0.000208455,0.0002169092,0.0000965293],"domain_scores_gemma":[0.9995165,0.00009269208,0.0001348812,0.00009415124,0.00007072825,0.00009097229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009431602,0.01513011,0.01023179,0.002552178,0.0002738606,0.00249913,0.0004955376,0.003094616,0.07607283,0.002610066,0.01525028,0.8623581],"study_design_scores_gemma":[0.04224848,0.2025031,0.1620628,0.003589103,0.002117326,0.05661615,0.001350539,0.04769836,0.1684314,0.01241511,0.3003253,0.0006424165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.509008,0.007339759,0.3733836,0.003244232,0.002665362,0.0655544,0.001767672,0.002804504,0.03423258],"genre_scores_gemma":[0.6084503,0.003196773,0.3132267,0.002109067,0.001272306,0.05460136,0.001650225,0.0001818147,0.0153114],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01578169,"threshold_uncertainty_score":0.05279505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0411168735359974,"score_gpt":0.2981552769453576,"score_spread":0.2570384034093602,"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."}}