{"id":"W4250460108","doi":"10.26522/ti.v2i1.778","title":"Conclusion","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.002071043,0.001086238,0.0009864992,0.002374732,0.002070033,0.006858839,0.002966629,0.003053883,0.6548224],"category_scores_gemma":[0.02183118,0.0003632377,0.001819257,0.001407454,0.001173717,0.002651425,0.002421458,0.003228718,0.4299262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003556154,"about_ca_system_score_gemma":0.006895823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075513,"about_ca_topic_score_gemma":0.009086119,"domain_scores_codex":[0.9980519,0.0002302382,0.0000986838,0.0002936734,0.001042526,0.0002830517],"domain_scores_gemma":[0.9920643,0.00159823,0.0003497508,0.0008164377,0.004379236,0.0007920498],"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":[0.00007289142,0.00001874029,0.0001204856,0.0003596732,0.00001331138,0.00006071934,0.00003334851,0.00004233382,0.00008407147,0.005005227,0.9705552,0.02363398],"study_design_scores_gemma":[0.00004773337,0.0000138568,0.0004798859,0.0007400422,0.00002409492,0.00008806043,0.0001382711,0.00003982575,0.0004876684,0.005878718,0.9920486,0.00001330913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001400934,0.006318681,0.004431476,0.102746,0.1351422,0.0008689277,0.05863436,0.0033585,0.6870989],"genre_scores_gemma":[0.01333502,0.004658484,0.003594542,0.06494509,0.01929404,0.0009122647,0.02616363,0.002021291,0.8650756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3451776,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007045027229760659,"score_gpt":0.2204546857372337,"score_spread":0.213409658507473,"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."}}