{"id":"W2619548903","doi":"10.1016/s0167-8140(15)34396-6","title":"139 poster: Brachytherapy in the Province of Quebec: A Pattern of Use Study","year":2009,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Brachytherapy; Medical physics; Medicine; Internal medicine; Radiation therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001542491,0.0001537095,0.0002626512,0.001373422,0.002473557,0.001365175,0.0009306778,0.00100608,0.01158563],"category_scores_gemma":[0.009195726,0.0002540638,0.000352086,0.003692065,0.0005112253,0.0005728124,0.0006423867,0.000705653,0.0006899929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668332,"about_ca_system_score_gemma":0.02482099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9636832,"about_ca_topic_score_gemma":0.9854547,"domain_scores_codex":[0.9985954,0.0003208051,0.0001137707,0.000136719,0.0004520808,0.0003810825],"domain_scores_gemma":[0.9928866,0.001747789,0.001450271,0.0001674663,0.003016585,0.000731261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000297178,0.0001762954,0.9454667,0.0001963268,0.00006026579,0.0003176406,0.01028402,0.0001622306,0.0006710026,0.0001955287,0.01515968,0.02701315],"study_design_scores_gemma":[0.00002271507,0.00009360263,0.9844995,0.0001377958,0.00002394657,0.0001494926,0.009418522,0.0002189129,0.0001572726,0.00002222083,0.005230068,0.00002596912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972299,0.001155825,0.0003560991,0.005615446,0.00007029971,0.000341042,0.008353053,0.00003506397,0.01177408],"genre_scores_gemma":[0.9899624,0.0004399683,0.000359654,0.001035797,0.00002076725,0.0001143042,0.0009913293,0.00002498194,0.00705073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03631675,"threshold_uncertainty_score":0.1210465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129630986110423,"score_gpt":0.4668496923420385,"score_spread":0.3538865937309962,"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."}}