{"id":"W3004893394","doi":"10.1007/s43390-020-00051-2","title":"Towards a new 3D classification for adolescent idiopathic scoliosis","year":2020,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Scoliosis; Cobb angle; Radiography; Deformity; Idiopathic scoliosis; Orthopedic surgery; Vertebra; Orthodontics; Surgery; Radiology","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":[0.003633895,0.001586912,0.001469245,0.005209462,0.001301247,0.004984636,0.00250422,0.00188756,0.003798651],"category_scores_gemma":[0.005705423,0.0006257441,0.002215465,0.001354271,0.001969791,0.003999965,0.003398372,0.004157791,0.002907445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330886,"about_ca_system_score_gemma":0.004429389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007006061,"about_ca_topic_score_gemma":0.007818762,"domain_scores_codex":[0.9976698,0.0003999395,0.0005275629,0.0002883661,0.0009271184,0.000187218],"domain_scores_gemma":[0.9959632,0.00046785,0.0003473955,0.0003466056,0.002459922,0.0004150824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002903868,0.0002510571,0.05669633,0.0005913651,0.0001738912,0.001049768,0.0009289896,0.008113466,0.01345243,0.05712537,0.05818905,0.803138],"study_design_scores_gemma":[0.0002541683,0.001612057,0.1043245,0.003804759,0.0008554468,0.01850901,0.004413513,0.1404901,0.01086435,0.1783344,0.5358534,0.0006843026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06107589,0.01391661,0.8591602,0.02387689,0.01031273,0.000773667,0.002211667,0.003597074,0.02507538],"genre_scores_gemma":[0.1598497,0.004954775,0.8191146,0.003704612,0.00160585,0.0007476951,0.003094506,0.0006820933,0.006246193],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007006061,"threshold_uncertainty_score":0.01921815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0940288901773898,"score_gpt":0.3290862184073854,"score_spread":0.2350573282299956,"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."}}