{"id":"W2166126594","doi":"10.1017/s146342361400019x","title":"Brazilian community health agents and qualitative primary healthcare information","year":2014,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Metropolitan University","funders":"National Institute of Mental Health","keywords":"Qualitative research; Thematic analysis; Focus group; Health care; Health literacy; Exploratory research; Community health; Psychology; Public relations; Nursing; Medicine; Medical education; Sociology; Public health; Political science","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0393412,0.0005938352,0.001382803,0.001167704,0.01288607,0.0001010442,0.0008466766,0.0005711722,0.00008927577],"category_scores_gemma":[0.00184988,0.0006014412,0.00008679338,0.001267281,0.0004392245,0.0009985925,0.001065218,0.007196879,0.0005541277],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02122189,"about_ca_system_score_gemma":0.03687942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830802,"about_ca_topic_score_gemma":0.01148509,"domain_scores_codex":[0.9535002,0.0357099,0.003096084,0.0008141948,0.002950888,0.003928732],"domain_scores_gemma":[0.9877858,0.004206132,0.001085215,0.001368272,0.002634952,0.002919636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001560838,0.00009344154,0.004399972,0.019525,0.00002590685,0.000001176987,0.4939771,6.794554e-7,0.00000122214,0.001016755,0.08258943,0.3982133],"study_design_scores_gemma":[0.00185007,0.001130693,0.2714851,0.002000992,0.000002775603,0.000005157773,0.1848318,0.000008362949,0.000003267629,0.0005525628,0.5376955,0.0004336396],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4316518,0.02243107,0.005535913,0.4151819,0.004959509,0.03239797,0.0009489215,0.002033857,0.08485909],"genre_scores_gemma":[0.657438,0.006869898,0.03535885,0.2883857,0.0006996962,0.002759411,0.007434803,0.0002859854,0.0007677412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.455106,"threshold_uncertainty_score":0.9996437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155037396184955,"score_gpt":0.5357967259048046,"score_spread":0.3807593297198496,"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."}}