{"id":"W3156182589","doi":"10.24908/iqurcp.9978","title":"Portable Tracked Ultrasound System to Monitor Spinal Curvature","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ultrasound; Scoliosis; Transverse plane; Curvature; Computer vision; Ultrasonic sensor; Orientation (vector space); 3D ultrasound; Computer science; Artificial intelligence; Medicine; Biomedical engineering; Radiology; Surgery; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004598198,0.0005268945,0.0003780019,0.0009251706,0.0001569783,0.0003371265,0.0005871875,0.0005873059,0.007574463],"category_scores_gemma":[0.001184534,0.0002368824,0.000239592,0.0005763609,0.000200388,0.0002882891,0.0005601806,0.0003419877,0.001788957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002428586,"about_ca_system_score_gemma":0.0002722257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079591,"about_ca_topic_score_gemma":0.001708433,"domain_scores_codex":[0.9994503,0.00008853083,0.00003389908,0.0001570494,0.0002461778,0.0000240257],"domain_scores_gemma":[0.9992747,0.0001785524,0.0001601914,0.000098617,0.0002482363,0.00003975446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008871785,0.0003265212,0.04360321,0.000703009,0.00009547227,0.0005871522,0.0002514971,0.002179444,0.5218798,0.0005562298,0.008747808,0.4201826],"study_design_scores_gemma":[0.000627592,0.007703353,0.388175,0.0003751499,0.0005294404,0.01340257,0.0003278303,0.0766997,0.4501764,0.0008037795,0.06084853,0.0003306518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4175219,0.002780576,0.5500802,0.000284644,0.0004897828,0.001610639,0.004258801,0.01082633,0.01214722],"genre_scores_gemma":[0.6788746,0.001286584,0.2966165,0.0006493697,0.0002502443,0.001211647,0.003030913,0.0003945634,0.01768556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007574463,"threshold_uncertainty_score":0.02533913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110762178657253,"score_gpt":0.4120149939314048,"score_spread":0.3012528152741518,"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."}}