{"id":"W2058969413","doi":"10.5489/cuaj.12215","title":"Amazing flow rate for an amazing meeting! Niagara 2013","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001334515,0.001050108,0.0007446226,0.001302762,0.004351929,0.00752426,0.00127402,0.002140044,0.5744424],"category_scores_gemma":[0.004621507,0.0005361948,0.0006609975,0.0009708229,0.0006688282,0.002711043,0.004494181,0.00466845,0.4145314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575034,"about_ca_system_score_gemma":0.00363107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358925,"about_ca_topic_score_gemma":0.05058135,"domain_scores_codex":[0.9989092,0.0001335513,0.00005714074,0.0001625371,0.0005252798,0.000212302],"domain_scores_gemma":[0.9964508,0.0001895813,0.0001233549,0.0001614961,0.001241624,0.001833146],"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":[0.00001222727,0.000009143768,0.00007373445,0.00002560516,0.000001436028,0.00003656618,0.00002489265,0.000005707995,0.00004704572,0.0002381215,0.9829964,0.01652925],"study_design_scores_gemma":[0.000003533582,0.000003629196,0.0002287998,0.00004009245,0.00000103842,0.00004081997,0.00009458562,0.000009835869,0.00001825208,0.0000704524,0.9994847,0.000004252739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001444378,0.009823636,0.002512722,0.08917709,0.1505784,0.0003163027,0.002799095,0.004408215,0.7389401],"genre_scores_gemma":[0.002469153,0.004030701,0.001644771,0.009928416,0.007493332,0.0001322976,0.001110492,0.001002114,0.9721887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9864107,"threshold_uncertainty_score":0.6070062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1499573095442079,"score_gpt":0.4034832884545975,"score_spread":0.2535259789103895,"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."}}