{"id":"W4228997682","doi":"10.1007/s11548-022-02648-6","title":"IJCARS—IPCAI 2022 special issue: 13th international conference on information processing in computer-assisted interventions 2022—part 1","year":2022,"lang":"en","type":"editorial","venue":"International Journal of Computer Assisted Radiology and Surgery","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Google (Canada)","funders":"Deutsches Krebsforschungszentrum","keywords":"Computer science; Psychological intervention; Health informatics; Data science; Medicine; Nursing; Public health","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":[0.004074017,0.003964471,0.004299684,0.006319291,0.002860718,0.01126819,0.00297901,0.01050104,0.04345483],"category_scores_gemma":[0.0121857,0.001269416,0.002815251,0.003393349,0.001841808,0.004240558,0.001707416,0.0141382,0.0375815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003074276,"about_ca_system_score_gemma":0.003543374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608168,"about_ca_topic_score_gemma":0.004261309,"domain_scores_codex":[0.9963731,0.0003611593,0.0004769622,0.0004349558,0.002069428,0.0002844165],"domain_scores_gemma":[0.9795244,0.003737922,0.001213409,0.0004880374,0.01143721,0.003598954],"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":[0.00003767958,0.00001968303,0.00003299401,0.0002631895,0.00001275941,0.0000605444,0.000005522804,0.00002508097,0.00008192015,0.0001858151,0.9916728,0.007601935],"study_design_scores_gemma":[0.0000418825,0.00003935893,0.0004022139,0.0004251058,0.00004165401,0.0002616683,0.00002386964,0.0001890901,0.0001932924,0.0005700808,0.997795,0.00001683414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000364816,0.005061139,0.0001520996,0.00882363,0.9812735,0.00003854397,0.00006906504,0.00007855961,0.004466861],"genre_scores_gemma":[0.0003142108,0.006365864,0.0001349629,0.004941334,0.9700307,0.00003838947,0.0001038823,0.00007772435,0.01799301],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04345483,"threshold_uncertainty_score":0.1453709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.095865141032704,"score_gpt":0.3981599588996111,"score_spread":0.3022948178669071,"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."}}