{"id":"W2893632039","doi":"","title":"Three and a half minutes","year":2019,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web; Medicine; Information retrieval","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":[0.001313715,0.00232168,0.001518284,0.001720793,0.01161586,0.007859101,0.002235566,0.004535363,0.7895251],"category_scores_gemma":[0.009117186,0.0008457449,0.00135694,0.001074928,0.001393749,0.00216334,0.005983418,0.004554059,0.6616042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197358,"about_ca_system_score_gemma":0.006745459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09919926,"about_ca_topic_score_gemma":0.2708805,"domain_scores_codex":[0.9983106,0.0002219384,0.00003937446,0.000189446,0.0007123775,0.0005263288],"domain_scores_gemma":[0.9908242,0.0005440907,0.0001440042,0.0003594421,0.002552778,0.005575464],"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":[0.00007135577,0.00003065244,0.00006985161,0.00002210882,0.000001793547,0.00005240357,0.0000722367,0.00001493,0.000110341,0.0003622457,0.990625,0.008566883],"study_design_scores_gemma":[0.00003828145,0.00004201469,0.0008739737,0.00004395252,0.000002243132,0.00004421735,0.0008571463,0.00003292203,0.00004118992,0.000333467,0.9976783,0.00001233716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001935893,0.001742301,0.001127307,0.02271844,0.07482856,0.001097572,0.003117876,0.003275321,0.8901567],"genre_scores_gemma":[0.002568644,0.0002765773,0.0003355107,0.004588404,0.002449446,0.0001913323,0.0006653898,0.0002903929,0.9886342],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7895251,"threshold_uncertainty_score":0.3002169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280319257684814,"score_gpt":0.3415130659184621,"score_spread":0.268709873341614,"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."}}