{"id":"W4403759725","doi":"10.1016/j.brachy.2024.08.144","title":"PO0210","year":2024,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Western University","funders":"","keywords":"Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005657265,0.001173123,0.0007076629,0.001947644,0.001414904,0.005528867,0.0009185077,0.002720521,0.881149],"category_scores_gemma":[0.002195711,0.0003945006,0.0007005979,0.001460748,0.0009050143,0.001465966,0.001587697,0.001662937,0.7872683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349837,"about_ca_system_score_gemma":0.001941701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293539,"about_ca_topic_score_gemma":0.004739186,"domain_scores_codex":[0.9995915,0.00005194959,0.00002196427,0.0001219693,0.0001425535,0.00007007896],"domain_scores_gemma":[0.9992042,0.0001411078,0.00005242527,0.0001093997,0.0002250408,0.0002679101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001884143,0.00007790652,0.0002807516,0.0002193975,0.000009988842,0.0001273552,0.00003584217,0.00009778229,0.0007919056,0.02810473,0.7836122,0.1864537],"study_design_scores_gemma":[0.00004483392,0.00003888509,0.0006570776,0.00008788852,0.000004189573,0.00008567746,0.00002458313,0.00008634771,0.0002062332,0.004619838,0.9941388,0.000005670709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005059339,0.0006086557,0.0007244079,0.001917033,0.001411823,0.00008533881,0.004875286,0.0005882395,0.9892833],"genre_scores_gemma":[0.001872186,0.0002431788,0.0002892925,0.0004900871,0.0001952208,0.00005203236,0.001261848,0.0001529736,0.9954432],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.118851,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03911119006942387,"score_gpt":0.2222880285155303,"score_spread":0.1831768384461064,"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."}}