{"id":"W4247404162","doi":"10.1007/978-981-15-1412-8_3","title":"Additional Views","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Magnification; Displacement (psychology); Psychology; Medicine; Computer science; Computer vision; Psychoanalysis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003714111,0.0008564828,0.0007925467,0.002609117,0.001602068,0.00272575,0.001303925,0.001358582,0.9221703],"category_scores_gemma":[0.001811247,0.0004250653,0.0005707276,0.001865518,0.0003335022,0.001597308,0.00178336,0.001570554,0.8005369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164297,"about_ca_system_score_gemma":0.001326884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008590853,"about_ca_topic_score_gemma":0.03069743,"domain_scores_codex":[0.999624,0.00003299073,0.000007272115,0.00004103853,0.0002452836,0.00004945704],"domain_scores_gemma":[0.9991723,0.0001920295,0.00001765186,0.00007230118,0.0003844241,0.0001614021],"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":[0.000009834877,0.00002213742,0.00002138944,0.00004252885,5.586373e-7,0.00001796436,0.00001596513,0.00003864243,0.0001048263,0.001162831,0.9664419,0.03212133],"study_design_scores_gemma":[0.000005753995,0.000005006978,0.0001388405,0.00004925914,0.000001228618,0.00002133217,0.00003866826,0.00004102447,0.00009452521,0.0006675506,0.998933,0.000003784489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009946773,0.0001899365,0.0003478751,0.0003970382,0.0008443517,0.0001000441,0.002623996,0.0005555557,0.9948416],"genre_scores_gemma":[0.0002049951,0.00009414071,0.0001455075,0.0001947938,0.00008356894,0.00002166769,0.0007883396,0.0001605231,0.9983064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07782966,"threshold_uncertainty_score":0.1110145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277653039487271,"score_gpt":0.2416625807612003,"score_spread":0.2088860503663276,"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."}}