{"id":"W2969066124","doi":"10.1002/cre2.235","title":"The Fonthill Dental Surgery Complication Classification Scale","year":2019,"lang":"en","type":"article","venue":"Clinical and Experimental Dental Research","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara Health System; Brock University","funders":"Brock University","keywords":"Complication; Medicine; Scale (ratio); Class (philosophy); Intervention (counseling); Surgery; Nursing; Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00276371,0.0003042592,0.0003555601,0.003000461,0.000583022,0.00110105,0.001030452,0.0004867931,0.007802603],"category_scores_gemma":[0.02386735,0.0001291274,0.0006486783,0.001512167,0.0006236723,0.0009084771,0.001395821,0.0008299758,0.0007374107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083533,"about_ca_system_score_gemma":0.001512976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590133,"about_ca_topic_score_gemma":0.003558885,"domain_scores_codex":[0.9943358,0.0010105,0.001169873,0.0002582202,0.002989751,0.0002356628],"domain_scores_gemma":[0.9852271,0.00363004,0.006227835,0.0004502849,0.003360798,0.001103914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009345733,0.0004153829,0.7331212,0.0005565723,0.00023562,0.0006982819,0.001166228,0.0009552272,0.001340024,0.002592067,0.05817225,0.1998127],"study_design_scores_gemma":[0.000259951,0.0006581294,0.958124,0.0004414445,0.0001116434,0.00419055,0.001580866,0.002858751,0.0007017492,0.001577631,0.02939304,0.0001022162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8885815,0.002423593,0.01154412,0.003751089,0.0006561408,0.002682541,0.009945041,0.0003530003,0.08006304],"genre_scores_gemma":[0.9536465,0.001495228,0.02976805,0.0004675952,0.0002538874,0.00207278,0.005239264,0.00005212316,0.007004603],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007802603,"threshold_uncertainty_score":0.0261023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2207402790592956,"score_gpt":0.4900848848575322,"score_spread":0.2693446057982365,"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."}}