{"id":"W4389750887","doi":"10.1111/cid.13298","title":"Featured Cover","year":2023,"lang":"en","type":"article","venue":"Clinical Implant Dentistry and Related Research","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Block (permutation group theory); Alveolar ridge; Grafting; Ridge; Computer science; Dentistry; Geology; Mathematics; Medicine; Surgery; Combinatorics; Engineering; Materials science; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002118425,0.0008039997,0.0007885905,0.002095729,0.0005884006,0.002078661,0.001012248,0.002041031,0.9001137],"category_scores_gemma":[0.00262674,0.0003934077,0.0007039738,0.000993017,0.0003534172,0.001468455,0.001358565,0.001644528,0.6231375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005472447,"about_ca_system_score_gemma":0.0003875062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354849,"about_ca_topic_score_gemma":0.00161628,"domain_scores_codex":[0.9997408,0.00002098538,0.00001347259,0.00003859518,0.0001406795,0.00004549182],"domain_scores_gemma":[0.9985671,0.0004317845,0.00007548038,0.0001180824,0.0004683598,0.0003391663],"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":[0.00004265513,0.0000237642,0.0000518422,0.0001035787,0.000002242608,0.0002035737,0.00000446553,0.0000512564,0.0002663908,0.0002737161,0.9546744,0.0443022],"study_design_scores_gemma":[0.00004707818,0.00003609475,0.0005916454,0.0001430181,0.000004714298,0.001251,0.00001525479,0.0002546443,0.0003294524,0.0005998365,0.9967166,0.00001067217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001361549,0.003730598,0.002275718,0.00823841,0.02937395,0.0005655169,0.01215599,0.004101583,0.9381967],"genre_scores_gemma":[0.007646787,0.00183089,0.0009618928,0.004035127,0.01403293,0.0001762872,0.00484406,0.001132798,0.9653392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0998863,"threshold_uncertainty_score":0.1424756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2288402604643284,"score_gpt":0.5340958756054908,"score_spread":0.3052556151411624,"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."}}