{"id":"W2443460635","doi":"10.22605/rrh3224","title":"Quality assessment of primary care for common mental disorders in isolated communities: Taking advantage of health records","year":2015,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centre Hospitalier de l’Université de Montréal; Université du Québec à Rimouski","funders":"Canadian Institutes of Health Research","keywords":"Data collection; Mental health; Context (archaeology); Quality (philosophy); Relevance (law); Health care; Medicine; Geography; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04402718,0.0003036237,0.0006473532,0.004973191,0.001594898,0.005442877,0.001486982,0.0006038121,0.001063672],"category_scores_gemma":[0.1104002,0.0002816283,0.0008281072,0.0079408,0.001263866,0.002118476,0.002463182,0.0006753812,0.0000948607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008618424,"about_ca_system_score_gemma":0.01506204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1123774,"about_ca_topic_score_gemma":0.1281917,"domain_scores_codex":[0.9473431,0.03166435,0.005324438,0.0016534,0.01299513,0.001019731],"domain_scores_gemma":[0.8512383,0.07355504,0.03891271,0.008283059,0.02603493,0.001975986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002475533,0.000172395,0.7671916,0.004958622,0.0006137178,0.0001491624,0.01028155,0.00101857,0.0004703734,0.0007687904,0.001259639,0.212868],"study_design_scores_gemma":[0.00007206926,0.0006843488,0.972535,0.003800582,0.0004803704,0.0002708585,0.01172911,0.002936834,0.001116951,0.0006991027,0.005602348,0.00007242196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317605,0.01348273,0.02673807,0.008141791,0.00009905529,0.00316601,0.003318739,0.0001303424,0.01316273],"genre_scores_gemma":[0.9759749,0.002056011,0.02031918,0.0002531759,0.00004836893,0.0005146555,0.0006161283,0.000009372588,0.000208099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123774,"threshold_uncertainty_score":0.2328408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142152478771418,"score_gpt":0.4890825542675003,"score_spread":0.3748673063903585,"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."}}