{"id":"W2082542789","doi":"10.7178/eus.03.001","title":"Is EUS Here to Stay? Accuracy Is Not an Indication...","year":2012,"lang":"en","type":"article","venue":"Endoscopic Ultrasound","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01283028,0.0004799954,0.00121242,0.001257835,0.001778245,0.004275199,0.001196621,0.006981162,0.01013266],"category_scores_gemma":[0.0738914,0.0003781673,0.0006543027,0.0008904596,0.007261429,0.01175568,0.001954136,0.01119436,0.006240609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386244,"about_ca_system_score_gemma":0.002660236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609505,"about_ca_topic_score_gemma":0.004877651,"domain_scores_codex":[0.9935856,0.002148191,0.0008672238,0.0005492333,0.002049909,0.0007997141],"domain_scores_gemma":[0.9601092,0.02249133,0.003587392,0.003145074,0.007937608,0.002729274],"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":[0.0009739742,0.0001525902,0.03191331,0.001873443,0.000307702,0.008324709,0.001787781,0.0005481974,0.003809462,0.03099672,0.3612607,0.5580515],"study_design_scores_gemma":[0.0001456726,0.0005099879,0.02181454,0.009757535,0.0003145622,0.0434891,0.0102478,0.0008018509,0.005217398,0.1614325,0.7458431,0.0004259076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01010311,0.0511546,0.005659903,0.8967192,0.01458118,0.00001719477,0.0002169182,0.0002063696,0.02134147],"genre_scores_gemma":[0.3685941,0.1394778,0.02237875,0.3913386,0.05916618,0.00006857281,0.0005616951,0.0008613936,0.01755286],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01283028,"threshold_uncertainty_score":0.06785375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023284439217006,"score_gpt":0.2945751748955945,"score_spread":0.2712907356785885,"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."}}