{"id":"W4391699222","doi":"10.14748/ssp.v10i0.9076","title":"Abstracts","year":2023,"lang":"en","type":"article","venue":"Scripta Scientifica Pharmaceutica","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical University - Varna; European Commission; Institut national de la recherche scientifique","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001230386,0.00108702,0.0007613723,0.002553883,0.00147913,0.004469952,0.001550709,0.001803396,0.7287664],"category_scores_gemma":[0.00371611,0.000391855,0.0007339561,0.002020146,0.0003727857,0.002517347,0.002831117,0.00130819,0.6294585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001189689,"about_ca_system_score_gemma":0.001798211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001323194,"about_ca_topic_score_gemma":0.001570127,"domain_scores_codex":[0.9987429,0.0001953972,0.0001197301,0.0002284569,0.0005701075,0.0001434205],"domain_scores_gemma":[0.9975199,0.0001963827,0.0001071195,0.0003256573,0.001229233,0.0006216373],"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":[0.0001480297,0.00006577146,0.0005766563,0.0004427813,0.00001471369,0.000225344,0.00009939001,0.00007246232,0.0008123181,0.006354298,0.78356,0.2076282],"study_design_scores_gemma":[0.00001006298,0.00001877176,0.0004077903,0.0001134757,0.00000454566,0.000220481,0.00005870593,0.00003560352,0.0001863894,0.001275594,0.9976631,0.000005439821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002606089,0.008693109,0.005273801,0.009510299,0.02271166,0.0005708828,0.0142733,0.002470798,0.93389],"genre_scores_gemma":[0.01123232,0.005435709,0.002945899,0.003119413,0.004189918,0.0002907259,0.01541242,0.0007386982,0.9566348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2712336,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05062863260311155,"score_gpt":0.3408578686832597,"score_spread":0.2902292360801481,"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."}}