{"id":"W7117580581","doi":"10.4103/mdj.mdj_33_25","title":"Abstracts Proceedings","year":2025,"lang":"en","type":"article","venue":"Malaysian Dental Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soft tissue; Implant; Anterior maxilla; Edentulism; Ridge; Incisor; Maxilla; Prosthodontics; Gingival margin","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001105287,0.001052952,0.0007632868,0.001643825,0.001496745,0.004676051,0.001530519,0.002254477,0.7710037],"category_scores_gemma":[0.003439094,0.0002724844,0.0008990669,0.001118628,0.0002938518,0.002086296,0.002940344,0.001908183,0.5931327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008548957,"about_ca_system_score_gemma":0.001746429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009668432,"about_ca_topic_score_gemma":0.001420654,"domain_scores_codex":[0.9990533,0.0001199097,0.0000822939,0.0001646474,0.0004480452,0.0001318153],"domain_scores_gemma":[0.9977997,0.0001767579,0.0001115315,0.0002137433,0.0009956526,0.0007025202],"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":[0.00007327401,0.0000585997,0.0002084703,0.0001877182,0.000007604211,0.0001172608,0.00002640215,0.00002687076,0.0002478849,0.001026485,0.9118048,0.08621452],"study_design_scores_gemma":[0.00001343033,0.00002218616,0.0003690637,0.00009618306,0.000004266609,0.0001293558,0.00004503016,0.00003375564,0.0001159865,0.0005045711,0.9986618,0.000004387026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002019159,0.007414167,0.002009789,0.01540193,0.06643279,0.0006938959,0.008550835,0.001749667,0.8957277],"genre_scores_gemma":[0.00579492,0.003782772,0.0009772085,0.003056756,0.01073513,0.0002352603,0.00492357,0.0004441903,0.9700502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2289963,"threshold_uncertainty_score":0.3266355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705757846547314,"score_gpt":0.2060716917156957,"score_spread":0.1890141132502225,"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."}}