{"id":"W2110856162","doi":"10.17269/cjph.104.4327","title":"It takes a village…","year":2013,"lang":"en","type":"letter","venue":"Canadian Journal of Public Health","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01119274,0.001161887,0.00181189,0.001037414,0.03938156,0.01829633,0.003337745,0.1002962,0.0212577],"category_scores_gemma":[0.04722766,0.001805065,0.002173994,0.0008157596,0.01989249,0.01208962,0.01055892,0.1506264,0.008522034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01363586,"about_ca_system_score_gemma":0.04081222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0892978,"about_ca_topic_score_gemma":0.2101027,"domain_scores_codex":[0.9819652,0.00429035,0.0009469741,0.002114899,0.005213795,0.005468642],"domain_scores_gemma":[0.9704927,0.005124943,0.001159442,0.0009092556,0.003835303,0.01847832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003711347,0.00006838468,0.0007913864,0.0000530541,0.00003914868,0.002020259,0.002896359,0.00004215494,0.0001780183,0.0292726,0.9591297,0.00547174],"study_design_scores_gemma":[0.00006580175,0.00004532808,0.0007760458,0.0002916246,0.00002295519,0.0008471191,0.007514908,0.00008956824,0.00008528976,0.01630157,0.9738718,0.00008804097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005167014,0.0005919897,0.0001156069,0.9759661,0.01596609,0.0000166153,0.000009877447,0.00001673622,0.00680026],"genre_scores_gemma":[0.00251719,0.0002097086,0.00007762051,0.9730681,0.003203907,0.00002611778,0.000003783948,0.00001415767,0.02087937],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1002962,"threshold_uncertainty_score":0.177556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6122581069409597,"score_gpt":0.5457238747203191,"score_spread":0.06653423222064059,"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."}}