{"id":"W4289520896","doi":"10.1371/journal.pgph.0000470","title":"Housing inadequacy in rural Saskatchewan First Nation communities","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assembly of First Nations; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Geography; Socioeconomics; Crowding; Rural area; Mildew; Environmental health; Medicine; Sociology; Psychology","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":[0.0005505594,0.0003749875,0.0003894754,0.001591749,0.004668204,0.001452572,0.0009751911,0.0003878917,0.002383807],"category_scores_gemma":[0.00143529,0.0004083387,0.0003265718,0.003361152,0.001031878,0.0004721131,0.001498466,0.0006601759,0.0002091886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02026975,"about_ca_system_score_gemma":0.02702144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877046,"about_ca_topic_score_gemma":0.9964851,"domain_scores_codex":[0.9991655,0.0001130207,0.0000474773,0.0001243375,0.000199816,0.0003497615],"domain_scores_gemma":[0.9983821,0.0001035668,0.0002478884,0.00005261494,0.000565907,0.0006479076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005763271,0.00007974101,0.9808202,0.00008037592,0.00005201084,0.0006536907,0.00598107,0.0001572661,0.0006041997,0.000196998,0.001579,0.009737777],"study_design_scores_gemma":[0.00000657339,0.00003875204,0.9841285,0.00008258403,0.0000147811,0.0001851142,0.01406768,0.000211722,0.00007607314,0.00005579729,0.001110096,0.00002245214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997029,0.0003221261,0.00004464439,0.0002404369,0.000009606395,0.00003590122,0.0005669506,0.000004848897,0.001746487],"genre_scores_gemma":[0.9979835,0.0004658618,0.0001277514,0.000158163,0.000002821777,0.00002982929,0.0003943443,0.000003348081,0.000834302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02026975,"threshold_uncertainty_score":0.147068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07181773424336234,"score_gpt":0.3147363647904001,"score_spread":0.2429186305470377,"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."}}