{"id":"W4403855863","doi":"10.37572/edart_2910242841","title":"VALIAÇÃO E INTERVENÇÃO FAMILIAR SEGUNDO O MODELO CALGARY: ESTUDO DE CASO EM FAMÍLIAS, UTENTES DE UM CENTRO DE SAÚDE DO NORDESTE DE PORTUGAL","year":2024,"lang":"pt","type":"book-chapter","venue":"Editora Artemis eBooks","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002645811,0.002052736,0.002091516,0.0005429537,0.001517382,0.0002907381,0.001532327,0.003320565,0.000886658],"category_scores_gemma":[0.0001926986,0.002028778,0.001181337,0.0000899693,0.0003549217,0.000214704,0.001296538,0.007023754,0.001668436],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330076,"about_ca_system_score_gemma":0.004039261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008215998,"about_ca_topic_score_gemma":0.002034253,"domain_scores_codex":[0.9884101,0.0009697104,0.00283419,0.002080293,0.001554348,0.004151375],"domain_scores_gemma":[0.9926617,0.0009847035,0.001190117,0.001663,0.0005385859,0.002961925],"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":[0.005501362,0.001081316,0.03296734,0.08267279,0.004490573,0.03433929,0.1158675,0.000176294,0.002358559,0.07940028,0.5144718,0.1266729],"study_design_scores_gemma":[0.00348181,0.001407079,0.001316483,0.03696377,0.001601345,0.001451228,0.009010511,0.01442789,0.0009037696,0.05678996,0.8684498,0.004196351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.301911,0.02432932,0.009979386,0.007620561,0.2295056,0.01599418,0.01562169,0.004724578,0.3903137],"genre_scores_gemma":[0.2552744,0.002204052,0.001712844,0.003632364,0.05616702,0.0007019908,0.0004768413,0.001104574,0.6787259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.353978,"threshold_uncertainty_score":0.9997825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453565888870561,"score_gpt":0.3485972037025808,"score_spread":0.3032406148155248,"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."}}