{"id":"W3037040939","doi":"10.1016/j.media.2020.101769","title":"The state-of-the-art in ultrasound-guided spine interventions","year":2020,"lang":"en","type":"review","venue":"Medical Image Analysis","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Usability; Workflow; Computer science; Initialization; Robustness (evolution); Visualization; Artificial intelligence; Reliability (semiconductor); Medical physics; Image registration; Radiology; Computer vision; Medicine; Human–computer interaction; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002766329,0.001270979,0.00349561,0.004296598,0.0004127314,0.002750161,0.001925691,0.00253243,0.006104657],"category_scores_gemma":[0.005958462,0.0005411797,0.001551925,0.003880288,0.001185318,0.002543092,0.001228524,0.002510997,0.0019485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007873549,"about_ca_system_score_gemma":0.002391004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842793,"about_ca_topic_score_gemma":0.003062501,"domain_scores_codex":[0.9989727,0.0002177969,0.0002042384,0.0001922208,0.0003536417,0.00005942515],"domain_scores_gemma":[0.9934789,0.005038769,0.000504921,0.00009820073,0.0007330341,0.0001463044],"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":[0.0001026839,0.00006289633,0.000194264,0.06141589,0.0002082377,0.00007915057,0.00006023731,0.000357773,0.0006533432,0.002775496,0.01054567,0.9235443],"study_design_scores_gemma":[0.00007039667,0.0004184461,0.002720131,0.06711285,0.001703557,0.00236111,0.0003052481,0.0007835317,0.001177298,0.006635994,0.9165982,0.000113137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003922704,0.9994041,0.0001342158,0.0001077084,0.00008454679,0.000003047316,0.00001121409,0.000004090609,0.0002118252],"genre_scores_gemma":[0.0004555637,0.9988062,0.0002993315,0.0001446331,0.000164675,0.000004713813,0.00001788385,0.00000184391,0.0001050704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006104657,"threshold_uncertainty_score":0.0204221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507950606280361,"score_gpt":0.3370820661833386,"score_spread":0.312002560120535,"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."}}