{"id":"W2432240418","doi":"","title":"Endodontic diagnostic dilemmas: thorough examination may preclude inappropriate treatment.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health","funders":"","keywords":"Medicine; Odontogenic; Medical diagnosis; Differential diagnosis; Dentistry; Intensive care medicine; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003957519,0.0002008029,0.0002633761,0.00007917776,0.0001007426,0.00006518119,0.0001677356,0.0001404481,0.00008688766],"category_scores_gemma":[0.001117075,0.0001636229,0.00009313368,0.0001403377,0.00006921274,0.0001908498,0.00006840961,0.00009308683,0.0005580208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082737,"about_ca_system_score_gemma":0.000009975478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018839,"about_ca_topic_score_gemma":0.0001617391,"domain_scores_codex":[0.9984354,0.0002684534,0.0002554425,0.0003752147,0.0001796885,0.0004857393],"domain_scores_gemma":[0.9991162,0.0002701316,0.0001142802,0.0003288711,0.00004292039,0.0001276408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002326058,0.0001946641,0.04420409,0.00002633129,0.00003366225,0.00007309208,0.0001246003,0.000005326757,0.0001710365,0.002804511,0.000198366,0.952141],"study_design_scores_gemma":[0.0009180896,0.00009138063,0.9437533,0.000004434536,0.00007784898,0.00003788581,0.00001544324,0.00002514335,0.002537139,0.0015014,0.05084462,0.0001933151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754457,0.0001322189,0.0007227063,0.0002018307,0.001470545,0.001000463,0.0000240645,0.0002134333,0.02078901],"genre_scores_gemma":[0.9845734,0.00004736389,0.000116573,0.00008665277,0.0003464829,0.002322367,0.00005425321,0.00002809495,0.01242487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9519477,"threshold_uncertainty_score":0.7172414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991866389290401,"score_gpt":0.2421414535998349,"score_spread":0.2122227897069308,"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."}}