{"id":"W3146246384","doi":"10.21727/rs.v12i1.2361","title":"Percurso do diagnóstico de malignidades","year":2021,"lang":"pt","type":"article","venue":"Revista de Saúde","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.005053121,0.0004045821,0.0008541787,0.008528966,0.0009653235,0.002418119,0.000843293,0.001057136,0.005223497],"category_scores_gemma":[0.03266088,0.0004097461,0.0007073372,0.007504154,0.001480122,0.001584669,0.001216391,0.001043812,0.000697779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221191,"about_ca_system_score_gemma":0.003739465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475129,"about_ca_topic_score_gemma":0.03490912,"domain_scores_codex":[0.9934685,0.001882209,0.001247247,0.0008676709,0.002192771,0.0003415881],"domain_scores_gemma":[0.9754621,0.01183503,0.005687066,0.0009797642,0.005192327,0.0008436716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007052214,0.0001123762,0.4212745,0.02975364,0.0004700185,0.002727087,0.008103441,0.000324016,0.004108665,0.005376257,0.03306417,0.4939807],"study_design_scores_gemma":[0.00008899353,0.0003626729,0.668929,0.04114818,0.001700864,0.01782419,0.01550824,0.0008139611,0.00389584,0.004921664,0.2446353,0.0001710666],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2733372,0.60927,0.00457181,0.02332598,0.001750171,0.0003933537,0.01405663,0.0002891168,0.07300582],"genre_scores_gemma":[0.7164794,0.2661608,0.005276648,0.004018585,0.0007948258,0.0002164348,0.00394151,0.00006221247,0.003049614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02475129,"threshold_uncertainty_score":0.04921442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580940490486408,"score_gpt":0.2989598318137993,"score_spread":0.2831504269089352,"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."}}