{"id":"W4409481603","doi":"10.1177/22925503251322525","title":"Facial Reanimation Surgery: An Investigation on the Role of Online Information Sharing in Patient Education and Decision Making","year":2025,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Facial paralysis; Information sharing; Palsy; Medicine; Information needs; Modalities; Medical education; Psychology; Surgery; Computer science; Alternative medicine; World Wide Web","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":[0.007621329,0.0001530049,0.0003201945,0.001804218,0.0009575466,0.002206369,0.0004739903,0.0006386951,0.003412644],"category_scores_gemma":[0.03201923,0.0001862071,0.0006069225,0.001867025,0.0009798085,0.00270373,0.001616856,0.0005450568,0.0002224501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001320828,"about_ca_system_score_gemma":0.003804042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002950249,"about_ca_topic_score_gemma":0.003951402,"domain_scores_codex":[0.9947475,0.003586766,0.0004545219,0.000189831,0.0006530157,0.0003683928],"domain_scores_gemma":[0.9385787,0.04932674,0.008149159,0.000665814,0.001593866,0.0016857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001681753,0.002034262,0.6829184,0.004352693,0.0003313945,0.0007200165,0.05601305,0.0001724247,0.0005805664,0.002254743,0.001016753,0.2479239],"study_design_scores_gemma":[0.0003212519,0.003944887,0.8181382,0.004636887,0.000848095,0.002141898,0.1464314,0.002087655,0.0009286987,0.002093568,0.01834549,0.00008192178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890423,0.002950279,0.0001673078,0.001140715,0.00001887948,0.0001282414,0.00007817493,0.000004440072,0.006469703],"genre_scores_gemma":[0.997225,0.00175415,0.0003789846,0.0002221426,0.00002897665,0.00008200937,0.00003231645,0.000002175409,0.0002741217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007621329,"threshold_uncertainty_score":0.04030597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378276410714796,"score_gpt":0.3092249768650884,"score_spread":0.2754422127579405,"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."}}