{"id":"W2438513153","doi":"10.3390/dj4020021","title":"Immediate Implants: Clinical Guidelines for Esthetic Outcomes","year":2016,"lang":"en","type":"review","venue":"Dentistry Journal","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Alveolar ridge; Dentistry; Implant; Case selection; Protocol (science); Clinical trial; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002074847,0.0009722239,0.003808258,0.0003476306,0.0003468177,0.0006379758,0.001687787,0.001066366,0.0007118267],"category_scores_gemma":[0.001293376,0.0005922777,0.004419249,0.0001514789,0.0001471672,0.0002975857,0.0003389402,0.001172261,0.003058647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088589,"about_ca_system_score_gemma":0.0003707625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005116896,"about_ca_topic_score_gemma":0.00001181859,"domain_scores_codex":[0.9928237,0.0003402,0.004372207,0.0007432373,0.0007397972,0.0009808671],"domain_scores_gemma":[0.9944014,0.001136524,0.002554358,0.0008314808,0.0005207012,0.0005555614],"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":[0.00001330541,0.00006193211,0.0005878888,0.001820177,0.000523179,0.004380828,0.000001219205,6.582792e-9,2.003679e-7,0.00008839437,0.2462367,0.7462862],"study_design_scores_gemma":[0.0009133914,0.00006715307,0.00022496,0.008531728,0.001042422,0.1981077,0.000007337242,4.958502e-7,0.000001069019,0.0004934471,0.7900026,0.0006077536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007705828,0.9654515,0.003687189,0.0001241823,0.02709026,0.0009075759,0.002244696,0.0002081499,0.0002093421],"genre_scores_gemma":[0.000004140181,0.9755722,0.002784349,0.0003355143,0.003370113,0.0001081963,0.0002553485,0.0002012984,0.01736885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7456784,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3263799275636439,"score_gpt":0.5501876211021386,"score_spread":0.2238076935384947,"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."}}