{"id":"W3016523409","doi":"10.1080/17549507.2020.1743358","title":"Speech-language pathology and ethical practice in global contexts","year":2020,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Global Health and Surgery","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Speech-Language Pathology; Work (physics); Psychology; Language barrier; Public relations; Medicine; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001363981,0.0002270115,0.0006920419,0.0002255349,0.00002801573,0.0000301929,0.0002873362,0.0004703951,0.0002456236],"category_scores_gemma":[0.006990348,0.0002000652,0.000160249,0.0002263286,0.0001885845,0.0001532251,0.0001477744,0.001434764,0.00006369868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851357,"about_ca_system_score_gemma":0.0003474933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001019969,"about_ca_topic_score_gemma":0.00007383402,"domain_scores_codex":[0.9971593,0.0003887225,0.001003278,0.0003387311,0.000663503,0.000446458],"domain_scores_gemma":[0.9977116,0.0005145318,0.0005320506,0.0001563756,0.000570376,0.0005150614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.005627874,0.0003753436,0.04454923,0.00009585452,0.0001846895,0.625039,0.008892017,0.000006285633,0.01802596,0.001843677,0.002368614,0.2929915],"study_design_scores_gemma":[0.02103974,0.00438997,0.237388,0.0007450389,0.0003716666,0.6815562,0.01974632,0.0003148277,0.004259084,0.001627923,0.02769197,0.0008692064],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213904,0.005928325,0.0004117154,0.06754483,0.001093172,0.000189259,0.00005757255,0.00002781712,0.00335694],"genre_scores_gemma":[0.9470271,0.0005506563,0.006687913,0.04448115,0.001170384,0.000002509287,0.0000188648,0.00001792547,0.00004349455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2921222,"threshold_uncertainty_score":0.8368604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453639643963359,"score_gpt":0.3698580660343003,"score_spread":0.3553216695946667,"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."}}