{"id":"W4385296854","doi":"10.1038/s41415-023-6120-2","title":"Strongly disagree","year":2023,"lang":"en","type":"letter","venue":"BDJ","topic":"Endodontics and Root Canal Treatments","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004034602,0.0002388859,0.0002745193,0.00008167218,0.00006435696,0.00008019459,0.0002877302,0.0004695453,0.0005304883],"category_scores_gemma":[0.00002839022,0.0001997239,0.0002105129,0.0001005333,0.00002835407,0.00002730273,0.0001036449,0.0007389062,0.01216301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008031159,"about_ca_system_score_gemma":0.00003501448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710356,"about_ca_topic_score_gemma":0.0002376578,"domain_scores_codex":[0.9986673,0.00003332542,0.0001906237,0.000344822,0.0004018284,0.0003621009],"domain_scores_gemma":[0.9992279,0.00008985282,0.00009367409,0.0005130215,0.00003030394,0.00004523128],"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":[0.000001808058,0.0000102655,0.001216882,0.00005137023,0.0001814228,0.006905993,0.000005871311,0.000001108224,0.000001591472,0.00004014474,0.9908292,0.0007543822],"study_design_scores_gemma":[0.0002634065,0.00002240076,0.005250152,0.00005687975,0.0001051481,0.00002742348,0.000003997187,0.000005241349,0.000008044432,0.0002039441,0.9938478,0.0002055019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006437066,0.000971947,0.00009256599,0.7325354,0.02146171,0.0008582217,0.002931473,0.001142387,0.2335692],"genre_scores_gemma":[0.0007392443,0.00002785574,0.00007635631,0.1098364,0.007198226,0.00003470634,0.001433134,0.0001529863,0.8805011],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6469319,"threshold_uncertainty_score":0.9886062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647165425471164,"score_gpt":0.2953666660223199,"score_spread":0.2488950117676083,"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."}}