{"id":"W4406384317","doi":"10.1016/s1558-0164(11)70009-8","title":"10.1016/s1558-0164(11)70009-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgeon general; General surgery; Pathology; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001084641,0.0001671776,0.000206806,0.0001679082,0.0006493001,0.00003488318,0.0004247076,0.0001627059,0.999648],"category_scores_gemma":[0.0005830657,0.0001626728,0.00005564666,0.0004828878,0.00005491581,0.0003053886,0.0001296564,0.0006142595,0.9998614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051746,"about_ca_system_score_gemma":0.0005528425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006447976,"about_ca_topic_score_gemma":0.000003982782,"domain_scores_codex":[0.9974905,0.0005215881,0.0003991681,0.0003596044,0.0004914005,0.0007377472],"domain_scores_gemma":[0.9982166,0.0004458692,0.00008154446,0.0006354658,0.0001896374,0.0004308536],"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":[0.0001437788,0.000170021,0.00002120611,0.00004075653,0.00001518904,0.000004967209,0.0003317602,0.000004530942,0.00002874997,0.000005165994,0.9147734,0.08446045],"study_design_scores_gemma":[0.0003611922,0.00007783064,0.004665299,0.00004373594,0.00001425526,0.000005194322,0.00007839053,0.00004202473,0.00001472216,0.00002387402,0.994498,0.0001755161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006761773,0.00008115272,4.779918e-7,0.003770921,0.00001608852,0.000861386,0.00002702488,0.0001823572,0.9882988],"genre_scores_gemma":[0.0002460654,0.000001463262,0.00009178904,0.0004115486,0.0005237279,0.0002462651,0.00005020586,0.00005735075,0.9983716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08428494,"threshold_uncertainty_score":0.6633606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03889599516529572,"score_gpt":0.4003398261374876,"score_spread":0.3614438309721919,"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."}}