{"id":"W4378376015","doi":"10.1177/108155890105201s486","title":"A Roadmap for Engaging First Nations Communities in Medical Research","year":2001,"lang":"en","type":"article","venue":"Journal of Investigative Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical research; Business; Political science; Environmental planning; Environmental resource management; Medicine; Geography; Environmental science; Pathology","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04503565,0.0001452202,0.0007083891,0.001645463,0.0004119845,0.00001623347,0.0005816431,0.0003128764,0.0007758415],"category_scores_gemma":[0.3468873,0.0000998452,0.0001185971,0.001509735,0.00553776,0.0001471026,0.0001497783,0.006693341,0.00000815953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774494,"about_ca_system_score_gemma":0.00220139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005258258,"about_ca_topic_score_gemma":0.009698839,"domain_scores_codex":[0.9932445,0.0009346755,0.001425769,0.0001621344,0.003733677,0.0004992583],"domain_scores_gemma":[0.8536857,0.1360023,0.0005391032,0.0006182658,0.007681198,0.001473406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003851929,0.00270008,0.4305325,0.004151543,0.000908851,0.004645166,0.1087236,0.0001201368,0.004106319,0.3554743,0.06618367,0.01860198],"study_design_scores_gemma":[0.02620636,0.01268911,0.06723242,0.05483712,0.0001646052,0.002242802,0.09483002,0.004009712,0.002074419,0.5596129,0.1756926,0.0004079681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4779026,0.002279417,0.000979104,0.5005223,0.0003513676,0.0007141647,0.000003479056,0.00001564423,0.01723201],"genre_scores_gemma":[0.9860317,0.005554574,0.003190326,0.00265664,0.001300263,0.00003876967,0.000008618314,0.00002829527,0.001190831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5081291,"threshold_uncertainty_score":0.9971686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7949200440865939,"score_gpt":0.6444549953331815,"score_spread":0.1504650487534124,"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."}}