{"id":"W4392107705","doi":"10.15173/m.v1i11.698","title":"Medwire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005504917,0.0009281717,0.0006355606,0.003241515,0.002488191,0.005158909,0.001140268,0.001803718,0.842782],"category_scores_gemma":[0.004772644,0.0005150849,0.0006270192,0.001569374,0.0005678567,0.002807469,0.003567813,0.002199798,0.7842268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773281,"about_ca_system_score_gemma":0.001506044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037648,"about_ca_topic_score_gemma":0.007466977,"domain_scores_codex":[0.9994296,0.00006760465,0.00001987522,0.0000821435,0.000306996,0.00009365305],"domain_scores_gemma":[0.9982269,0.0002336207,0.00007616099,0.0003278136,0.000569863,0.0005655955],"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":[0.00001472317,0.00001633456,0.0000696824,0.00003241552,0.000001218446,0.00002056249,0.00002581716,0.000007105347,0.00009357773,0.001901702,0.9459444,0.05187247],"study_design_scores_gemma":[0.00000344894,0.000004551069,0.0001558584,0.00003046201,0.000001235605,0.00004226703,0.00003100783,0.00001923252,0.00006241339,0.0005301744,0.999116,0.000003329643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003247157,0.0005132256,0.0006204898,0.002196601,0.002536619,0.00004626922,0.001057832,0.002856848,0.9898474],"genre_scores_gemma":[0.0008909079,0.0002104431,0.0002049972,0.0006042695,0.000415069,0.00001545662,0.0006024156,0.0004769248,0.9965796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.157218,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948603104222407,"score_gpt":0.2995363476702626,"score_spread":0.2700503166280385,"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."}}