{"id":"W3145334504","doi":"","title":"Introductory Head & Neck Imaging","year":2014,"lang":"en","type":"book","venue":"","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Head and neck; Head (geology); Computer science; Medicine; Geology; Surgery; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497589,0.001122929,0.0007385468,0.001305711,0.0005515387,0.001118758,0.0006748581,0.001032739,0.1817556],"category_scores_gemma":[0.0009104593,0.0004734471,0.0004388405,0.0007760212,0.0003890002,0.001237922,0.001167506,0.002560674,0.09929225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006448799,"about_ca_system_score_gemma":0.001172617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618947,"about_ca_topic_score_gemma":0.01072115,"domain_scores_codex":[0.9998642,0.00001448643,0.000005917784,0.00001884589,0.00007925651,0.0000172533],"domain_scores_gemma":[0.9995098,0.0001398395,0.0000203416,0.00003258009,0.0001626401,0.000134723],"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":[0.00001174539,0.0000332643,0.00009838213,0.0001110671,0.000002571109,0.0001279571,0.00003790481,0.0002397301,0.0005179583,0.002051661,0.8411172,0.1556507],"study_design_scores_gemma":[0.000003973061,0.00001496943,0.000464907,0.0001661323,0.000003251525,0.0006012217,0.0000251446,0.0001464092,0.0001442161,0.002852058,0.995572,0.000005693319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001131617,0.02498108,0.01077475,0.00757823,0.01639757,0.000127788,0.0006384345,0.001527209,0.9368433],"genre_scores_gemma":[0.001914601,0.00788253,0.002509928,0.002473849,0.002833548,0.00004805072,0.0003030499,0.000216605,0.9818178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1817556,"threshold_uncertainty_score":0.6080329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800688178800845,"score_gpt":0.3142902568182175,"score_spread":0.296283375030209,"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."}}