{"id":"W2062121889","doi":"10.1186/1748-7161-5-s1-o2","title":"Ultra low dose 2D/3D digital Xray system","year":2010,"lang":"en","type":"article","venue":"Scoliosis","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Medical physics; Computational biology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001799645,0.0008446536,0.001711983,0.002572298,0.00050258,0.00145663,0.001364838,0.001154629,0.03983405],"category_scores_gemma":[0.001671695,0.0008421025,0.0007278221,0.001397586,0.0004143327,0.0007575881,0.00173176,0.0007859108,0.01175516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942737,"about_ca_system_score_gemma":0.00116047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862662,"about_ca_topic_score_gemma":0.002299127,"domain_scores_codex":[0.998509,0.0002305144,0.000136988,0.0002693445,0.0007914173,0.00006273174],"domain_scores_gemma":[0.998677,0.0002276795,0.0000897084,0.0002776717,0.0006253122,0.0001026757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002380871,0.0003292551,0.01707882,0.002814658,0.0002905611,0.0013148,0.0004755134,0.00258498,0.1935756,0.004384108,0.1024543,0.6723166],"study_design_scores_gemma":[0.001047636,0.002233845,0.1093042,0.000707715,0.0006900597,0.03044165,0.0003238444,0.05845051,0.1192697,0.003093556,0.6737597,0.0006776378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05502823,0.009933124,0.7827898,0.00131675,0.0006681755,0.002557096,0.01986346,0.05072099,0.07712239],"genre_scores_gemma":[0.2694205,0.004629189,0.6087227,0.003213614,0.0005096159,0.002167365,0.02416997,0.004670667,0.08249638],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03983405,"threshold_uncertainty_score":0.1332582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009929992658955382,"score_gpt":0.2540032632316953,"score_spread":0.2440732705727399,"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."}}