{"id":"W3180330712","doi":"10.1007/s00062-021-01053-x","title":"When Two Is Better than One","year":2021,"lang":"en","type":"article","venue":"Clinical Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"University of Bern","keywords":"Computer science; Psychology","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":[0.006795893,0.0007623774,0.001246351,0.001899849,0.002363935,0.004754744,0.001566556,0.003927925,0.1018978],"category_scores_gemma":[0.05027712,0.0003973517,0.001306184,0.00185257,0.004383779,0.006345686,0.003738183,0.003371451,0.02187555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333449,"about_ca_system_score_gemma":0.002433251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171873,"about_ca_topic_score_gemma":0.001330433,"domain_scores_codex":[0.9877518,0.004883453,0.001405162,0.002242222,0.002202814,0.001514421],"domain_scores_gemma":[0.9738588,0.01229837,0.004769835,0.002597403,0.003191066,0.003284603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005203538,0.0006136358,0.114081,0.002779678,0.0007263924,0.01610525,0.005755133,0.0005029915,0.003279077,0.0541641,0.3582507,0.4385385],"study_design_scores_gemma":[0.0003174726,0.0009389473,0.0247994,0.003138952,0.0006152472,0.05472853,0.007554049,0.001324809,0.002429396,0.1106923,0.7930847,0.0003761296],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.212683,0.05194282,0.04875029,0.2630872,0.04121301,0.0006391921,0.004991942,0.002935126,0.3737575],"genre_scores_gemma":[0.7972345,0.01581872,0.0235467,0.0765037,0.01404359,0.0007146645,0.001932491,0.001217738,0.06898783],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1018978,"threshold_uncertainty_score":0.3408821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08622971679005402,"score_gpt":0.36843195162923,"score_spread":0.2822022348391759,"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."}}