{"id":"W6980067653","doi":"","title":"Assessment and Treatment Strategies for the Aesthetic Improvement of the Lower Face and Neck","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Radiation treatment planning; Rejuvenation; Facial rejuvenation; Clinical Practice; MEDLINE; Rhytidoplasty","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":[0.002847444,0.0005807891,0.0004300216,0.002598118,0.000570615,0.0007975572,0.0007600271,0.000697956,0.005310873],"category_scores_gemma":[0.006980018,0.000240444,0.0009475856,0.0008005678,0.0003580485,0.001051586,0.0007762715,0.001150257,0.0008953434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635372,"about_ca_system_score_gemma":0.003065513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005401233,"about_ca_topic_score_gemma":0.01639254,"domain_scores_codex":[0.9986029,0.0005075571,0.0002008267,0.0001192569,0.0005002508,0.00006919481],"domain_scores_gemma":[0.997741,0.001155874,0.0003544177,0.00005061514,0.0005975983,0.0001005659],"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":[0.0001949909,0.0001811357,0.01815517,0.004252656,0.0001142695,0.0004749128,0.0004494918,0.004535961,0.002053409,0.001764009,0.02230134,0.9455225],"study_design_scores_gemma":[0.000942701,0.002886324,0.3021988,0.07438148,0.002197331,0.03590923,0.008865025,0.05870092,0.01368917,0.03474739,0.4650038,0.0004777472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1256198,0.5989317,0.1451657,0.04590902,0.001992069,0.004222575,0.001107116,0.001024271,0.07602798],"genre_scores_gemma":[0.4772541,0.2403905,0.2641201,0.005890806,0.0008449185,0.001455747,0.0009566816,0.0001268049,0.00896026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005401233,"threshold_uncertainty_score":0.01776659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2264158542882663,"score_gpt":0.558948069543616,"score_spread":0.3325322152553497,"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."}}