{"id":"W4382656167","doi":"10.37423/230407603","title":"AVALIAÇÃO DO GRAU DE CONHECIMENTO DA EQUIPE DE ENFERMAGEM SOBRE SISTEMATIZAÇÃO DE ASSISTÊNCIA DE ENFERMAGEM EM UM HOSPITAL PÚBLICO DE SANTARÉM","year":2023,"lang":"pt","type":"book-chapter","venue":"Editora Conhecimento Livre eBooks","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004776689,0.00326814,0.002933945,0.001460591,0.001919804,0.004477366,0.002353638,0.003157214,0.001807394],"category_scores_gemma":[0.0006658203,0.003922807,0.001877805,0.0003154422,0.000867197,0.0008641456,0.0008360946,0.003192746,0.00201431],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01075959,"about_ca_system_score_gemma":0.002478555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318701,"about_ca_topic_score_gemma":0.0002920998,"domain_scores_codex":[0.9836974,0.001593617,0.003372454,0.003132988,0.00302479,0.0051788],"domain_scores_gemma":[0.9892896,0.002103028,0.002671128,0.002517983,0.0008471018,0.00257117],"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":[0.001571783,0.002201108,0.006278641,0.003660922,0.004016893,0.002619598,0.06165602,0.0001404478,0.02331656,0.02074403,0.8431848,0.03060918],"study_design_scores_gemma":[0.01706943,0.007223713,0.005692039,0.03258271,0.01332431,0.0007139629,0.02497678,0.003335644,0.06177868,0.04577976,0.7730039,0.01451909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1887134,0.01046889,0.01432071,0.01271482,0.3102639,0.02564842,0.006554785,0.009142035,0.4221731],"genre_scores_gemma":[0.648572,0.001164119,0.006272861,0.008000639,0.08042462,0.002720967,0.002604627,0.00358574,0.2466544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4598586,"threshold_uncertainty_score":0.9993796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559824558025393,"score_gpt":0.3250312250589669,"score_spread":0.2794329794787129,"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."}}