{"id":"W4406512455","doi":"10.1016/j.yoto.2013.03.027","title":"10.1016/j.yoto.2013.03.027","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vestibular Schwannomas; Vestibular system; Audiology; 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":["insufficient_payload"],"category_scores_codex":[0.0004736585,0.0009653713,0.000474505,0.001319179,0.0007798568,0.0018219,0.0007204658,0.002462985,0.7910074],"category_scores_gemma":[0.001007898,0.0003481798,0.0005041723,0.0005015504,0.0007061162,0.00189063,0.0008478796,0.001338723,0.6203133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007028845,"about_ca_system_score_gemma":0.0009955681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002319126,"about_ca_topic_score_gemma":0.002773042,"domain_scores_codex":[0.9997972,0.00001850006,0.0000197855,0.00005022622,0.00004935666,0.00006498486],"domain_scores_gemma":[0.9994092,0.0001098457,0.00009712662,0.00002268196,0.0001041886,0.0002569728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006592852,0.0006067622,0.0180511,0.0007915346,0.00007905106,0.001991688,0.0001751212,0.0002825991,0.001450751,0.004515186,0.2336234,0.7377736],"study_design_scores_gemma":[0.000197466,0.0004209512,0.01730534,0.002365561,0.0001243882,0.0200993,0.0008935978,0.0005583268,0.00102999,0.008137076,0.9488024,0.00006551798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02029616,0.03591278,0.003118565,0.01765963,0.00424757,0.0001494147,0.003055342,0.001339518,0.914221],"genre_scores_gemma":[0.05441744,0.01676466,0.00329552,0.004752149,0.001821935,0.0001250823,0.002023515,0.0002989491,0.9165007],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2089926,"threshold_uncertainty_score":0.2981026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009330625314512278,"score_gpt":0.1967401989155575,"score_spread":0.1874095736010452,"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."}}