{"id":"W2019652018","doi":"10.1503/cmaj.061663","title":"Who will judge?","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Need to know; Internet privacy; World Wide Web; Medicine; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089696,0.0005022122,0.0006618961,0.001256658,0.009017859,0.00740142,0.001695001,0.008271113,0.1219261],"category_scores_gemma":[0.03986934,0.0005380453,0.000519366,0.000484383,0.004245186,0.008722909,0.003221435,0.01031829,0.07087354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005096437,"about_ca_system_score_gemma":0.01381915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929841,"about_ca_topic_score_gemma":0.03852061,"domain_scores_codex":[0.9921169,0.002417698,0.0003568682,0.0008665155,0.002347102,0.001895099],"domain_scores_gemma":[0.9870689,0.001303792,0.0006227469,0.000588582,0.005466602,0.004949374],"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":[0.000007657917,0.00002511332,0.001326985,0.00003214328,0.000006442023,0.0003124129,0.001353273,0.00002231759,0.0001093687,0.05024993,0.9151481,0.0314062],"study_design_scores_gemma":[0.000006870973,0.00001013782,0.0008168978,0.0002799261,0.000006733875,0.0007903816,0.003301433,0.0001048786,0.0001165827,0.02839362,0.9661433,0.00002927649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001851976,0.003620877,0.003010801,0.6047387,0.009742574,0.0001420809,0.0002621161,0.0002313879,0.3763994],"genre_scores_gemma":[0.07666184,0.005602774,0.003892174,0.3283399,0.00820643,0.0002655952,0.0003067718,0.0003029586,0.5764216],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1219261,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584502851039716,"score_gpt":0.3931045831485484,"score_spread":0.3672595546381512,"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."}}