{"id":"W4392114564","doi":"10.37689/acta-ape/2023edtspe011","title":"Dissemination and Implementation Science in Portuguese speaking countries – Why should we care about it?","year":2023,"lang":"en","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Portuguese; Political science; Psychology; Medical education; Medicine; Linguistics; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3136864,0.0007981152,0.00263753,0.008088036,0.005745078,0.02925986,0.00352743,0.01034718,0.006001448],"category_scores_gemma":[0.4374822,0.001172511,0.002076221,0.01489506,0.02787893,0.02222781,0.008657619,0.0124359,0.0008060325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03905377,"about_ca_system_score_gemma":0.1155768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05642065,"about_ca_topic_score_gemma":0.02673639,"domain_scores_codex":[0.7701311,0.1669958,0.01755713,0.007655353,0.02803743,0.009623204],"domain_scores_gemma":[0.4932446,0.3762847,0.02708869,0.03106029,0.05771362,0.01460809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003894802,0.0003352833,0.01459603,0.02941786,0.0003500775,0.0006381906,0.02843794,0.001184204,0.0004032614,0.3884144,0.06731777,0.4685156],"study_design_scores_gemma":[0.0004672812,0.0007992794,0.08409458,0.1120113,0.0003281969,0.001418196,0.05228769,0.001500792,0.0009041613,0.1805096,0.5652548,0.0004242346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006859213,0.2114207,0.006395821,0.7459867,0.004599846,0.0003409662,0.0003027831,0.000146892,0.02394702],"genre_scores_gemma":[0.5781121,0.2351225,0.0295871,0.1399928,0.009556901,0.001850624,0.0008563834,0.0003026598,0.004618856],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3136864,"threshold_uncertainty_score":0.8463469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3540062242422021,"score_gpt":0.6449154756584214,"score_spread":0.2909092514162193,"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."}}