{"id":"W2035144766","doi":"10.1503/cmaj.080888","title":"A beautiful heart","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Banner; Schedule; Morning; Computer science; World Wide Web; Medicine; History; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003783295,0.00004736686,0.00007997298,0.00009904098,0.0008392166,0.0002017813,0.0001935411,0.0002396219,0.01002938],"category_scores_gemma":[0.005574625,0.00004786308,0.00005493299,0.00022883,0.00003882457,0.0003077791,0.00000144058,0.0006206402,0.0004939714],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054479,"about_ca_system_score_gemma":0.007829661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0100841,"about_ca_topic_score_gemma":0.1205397,"domain_scores_codex":[0.9976285,0.0003809409,0.0001741587,0.00007523443,0.001343097,0.0003981264],"domain_scores_gemma":[0.9975942,0.0003491644,0.0001046254,0.00003982504,0.0002711899,0.001641009],"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":[0.000002758373,0.00003601068,0.03217757,7.348174e-7,0.00002346979,0.00004771206,0.009564932,7.032848e-7,0.000002760457,0.03795389,0.873872,0.04631745],"study_design_scores_gemma":[0.00008860893,0.00001484376,0.03106998,0.000009845497,0.000004860389,0.00002503922,0.005107645,0.000002366669,8.424514e-7,0.002899262,0.9607174,0.00005928084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02191699,0.0002053004,0.000008783531,0.816112,0.001094978,0.00004189727,0.000002132058,0.00001634629,0.1606015],"genre_scores_gemma":[0.9056528,0.0001145436,0.0001579228,0.08474582,0.004977385,0.000001027958,0.000002102609,0.000003408291,0.004344982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8837358,"threshold_uncertainty_score":0.997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509728625771256,"score_gpt":0.33690304385396,"score_spread":0.3118057575962474,"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."}}