{"id":"W3190046378","doi":"10.1080/22423982.2021.1961392","title":"Access to ultrasound imaging: A qualitative study in two northern, remote, Indigenous communities in Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Indigenous; Ultrasound imaging; Medicine; Work (physics); Health care; Geography; Ultrasound; Political science; Radiology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001677209,0.0001308664,0.0004791684,0.0003616893,0.00005532301,0.00006908688,0.0005872506,0.00002038279,0.00009192392],"category_scores_gemma":[0.001470543,0.0001299249,0.00006739235,0.0004684326,0.00003884669,0.0002097264,0.00007777846,0.0008047865,0.000004477985],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282841,"about_ca_system_score_gemma":0.01134136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9072565,"about_ca_topic_score_gemma":0.9906632,"domain_scores_codex":[0.9966867,0.000613023,0.001368404,0.0001613239,0.0008975154,0.0002730478],"domain_scores_gemma":[0.9959498,0.001901351,0.0004816375,0.0002735463,0.001100219,0.0002934567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225304,0.0008274023,0.9177521,0.00001641544,0.00008858529,0.0003359076,0.07557473,0.0001625891,0.00009389957,0.00003855247,0.0001510321,0.004836273],"study_design_scores_gemma":[0.002652582,0.0001704585,0.8683662,0.0003440228,0.00001274232,0.0007531857,0.1244378,0.00002320124,0.00004083339,0.001545849,0.001530442,0.0001226016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852468,0.0005014078,0.0005656967,0.01263655,0.0003760094,0.0004117796,0.00005420184,0.000005117947,0.0002024689],"genre_scores_gemma":[0.9897156,0.0001690973,0.0007791203,0.009099417,0.0001590833,0.000006844511,0.00003724882,0.00001855448,0.00001506087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08340664,"threshold_uncertainty_score":0.9942634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0773089969932407,"score_gpt":0.4807517641682144,"score_spread":0.4034427671749736,"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."}}