{"id":"W4403759697","doi":"10.1016/j.brachy.2024.08.201","title":"PO0310","year":2024,"lang":"gl","type":"article","venue":"Brachytherapy","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001956335,0.0002362279,0.0002766882,0.0001842144,0.00008072526,0.0001646564,0.000109705,0.0001559695,0.01583328],"category_scores_gemma":[0.00006234235,0.0002097132,0.0003953536,0.0003582413,0.00008056666,0.0001260588,0.00003128979,0.0003617915,0.005954343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009460089,"about_ca_system_score_gemma":0.0001961007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006027222,"about_ca_topic_score_gemma":0.00001705002,"domain_scores_codex":[0.9985837,0.00004951506,0.0003726604,0.0003899721,0.0002455346,0.000358649],"domain_scores_gemma":[0.9990293,0.0002804025,0.00003270801,0.000414858,0.00006432636,0.0001783742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001842224,0.0007565341,0.004277076,0.0007653346,0.0006346912,0.002558573,0.0009223408,0.000006087518,0.001014022,0.04353542,0.1905684,0.7547773],"study_design_scores_gemma":[0.0009284219,0.001277841,0.01758851,0.001994411,0.0002374111,0.0003636947,0.0001900334,0.002400918,0.0002778967,0.001612151,0.9728637,0.0002650212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.257073,0.6253795,0.005215893,0.01927067,0.0152992,0.001046028,0.0002830637,0.0007759886,0.07565662],"genre_scores_gemma":[0.8991477,0.01168023,0.0002824253,0.001468414,0.002428997,0.0000277705,0.00006689702,0.00007700514,0.08482054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7822953,"threshold_uncertainty_score":0.9948196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202846041792879,"score_gpt":0.3301315373226897,"score_spread":0.3098469331434018,"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."}}