{"id":"W5605166","doi":"10.1503/cmaj.061387","title":"MDs 'R' Us(R): Gifts for your favourite specialist","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Favourite; Computer science; World Wide Web; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006198089,0.0001344233,0.0002324449,0.000316717,0.001979056,0.0001199852,0.0003591839,0.0005897218,0.01678293],"category_scores_gemma":[0.008732933,0.0001325006,0.0001212653,0.0003407192,0.00004804433,0.0003200572,0.00002571367,0.001996597,0.001572178],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004625584,"about_ca_system_score_gemma":0.01393296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0397,"about_ca_topic_score_gemma":0.143411,"domain_scores_codex":[0.9954856,0.0006732178,0.0007829509,0.0002027989,0.001739108,0.001116308],"domain_scores_gemma":[0.9955605,0.0007677884,0.0004908342,0.0001479265,0.00117283,0.001860124],"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":[0.00001194255,0.00003957408,0.4226615,0.00001754957,0.00002835207,0.00003993066,0.0003371598,9.089962e-7,0.000006311142,0.001848544,0.5689935,0.006014703],"study_design_scores_gemma":[0.0007490337,0.00001744803,0.3384541,0.00003555459,0.00001244583,0.00003002449,0.001137763,0.00004992728,0.000001890579,0.001255693,0.6581635,0.00009254309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5114858,0.0005585658,0.0005419005,0.3108768,0.01312948,0.001463902,0.0004119753,0.00007848023,0.1614531],"genre_scores_gemma":[0.6433364,0.0003930498,0.0009512762,0.08050641,0.08446806,0.0003686953,0.0004806196,0.0001913826,0.1893041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2303704,"threshold_uncertainty_score":0.9996169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04665671129429399,"score_gpt":0.4510008800384392,"score_spread":0.4043441687441452,"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."}}