{"id":"W4402242485","doi":"10.1136/bmjoq-2024-qsh.29","title":"30-4EAN Stopwatch: tecnologia para melhoria da qualidade do atendimento a pacientes oncológicos","year":2024,"lang":"pt","type":"article","venue":"","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Stopwatch; Computer science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003094599,0.0009558408,0.0009371759,0.0008131207,0.0005448186,0.003087689,0.002897365,0.0006939944,0.001120398],"category_scores_gemma":[0.000405178,0.0008287365,0.0004354488,0.002623086,0.0003030725,0.001036591,0.001635889,0.001482799,0.008362936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464749,"about_ca_system_score_gemma":0.002229503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357272,"about_ca_topic_score_gemma":0.0001275207,"domain_scores_codex":[0.9908819,0.0009963076,0.001513776,0.002794501,0.00158428,0.002229295],"domain_scores_gemma":[0.9948618,0.001225819,0.0002604973,0.002424896,0.000237997,0.0009889401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001856686,0.001732486,0.01982287,0.006007956,0.001564706,0.00582242,0.08918505,0.0005009919,0.0138048,0.4190608,0.1261004,0.3162119],"study_design_scores_gemma":[0.002776044,0.003264963,0.006889301,0.003948935,0.0003385134,0.0006232578,0.006219445,0.1421818,0.01094148,0.009524545,0.808478,0.004813779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5161176,0.03128593,0.3211618,0.07979596,0.02599243,0.005258367,0.0002940093,0.01031695,0.009776973],"genre_scores_gemma":[0.973555,0.0003833548,0.003786855,0.002680465,0.0006952704,0.0001342265,0.00001651957,0.000107353,0.01864097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823776,"threshold_uncertainty_score":0.9997927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09603961734974253,"score_gpt":0.3882213388422961,"score_spread":0.2921817214925536,"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."}}