{"id":"W2008001893","doi":"10.1503/cmaj.120541","title":"Not rocket science","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rocket (weapon); Computer science; Medical education; Medicine; Aeronautics; Engineering","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":[0.005277871,0.001534732,0.00119212,0.002509576,0.002335758,0.009933431,0.002128084,0.005452961,0.1017625],"category_scores_gemma":[0.0170244,0.0007849355,0.0007063016,0.002044421,0.006973134,0.01514529,0.004892704,0.010557,0.0581185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003824803,"about_ca_system_score_gemma":0.007115002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451476,"about_ca_topic_score_gemma":0.01129412,"domain_scores_codex":[0.9962243,0.0009337098,0.0002009793,0.0005050393,0.001875992,0.00026002],"domain_scores_gemma":[0.9931,0.002174363,0.000406507,0.001041357,0.002333478,0.0009441194],"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":[0.0000161759,0.00001410173,0.00008287776,0.000188313,0.000008315965,0.00002775001,0.0002192801,0.00005714549,0.00009101507,0.04422636,0.888385,0.06668361],"study_design_scores_gemma":[0.000001962249,0.000006206807,0.00005291744,0.0002494524,0.000001850438,0.00004929006,0.0001226395,0.00002359401,0.00002191758,0.009883745,0.9895828,0.000003592032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004040144,0.3004781,0.005609894,0.3532641,0.06008322,0.00006260139,0.00071514,0.0008995471,0.2784833],"genre_scores_gemma":[0.01456092,0.1646766,0.00730165,0.1646657,0.02697979,0.0002663298,0.0009263281,0.00112663,0.6194961],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1017625,"threshold_uncertainty_score":0.3404294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695926625628535,"score_gpt":0.390842832596388,"score_spread":0.3438835663401026,"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."}}