{"id":"W1527153319","doi":"10.26443/mjm.v11i2.488","title":"How many will it take?","year":2020,"lang":"en","type":"letter","venue":"McGill Journal of Medicine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004794637,0.001491278,0.001721673,0.001331062,0.01219571,0.01063246,0.002809691,0.132079,0.06411998],"category_scores_gemma":[0.02480224,0.001280577,0.002597033,0.0008000737,0.004527362,0.006403375,0.004063419,0.06117928,0.04906449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009176665,"about_ca_system_score_gemma":0.01555077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03103701,"about_ca_topic_score_gemma":0.05945671,"domain_scores_codex":[0.9938484,0.0007901836,0.0004609171,0.0007468053,0.001863584,0.002290118],"domain_scores_gemma":[0.986636,0.003458025,0.0008267692,0.0003059597,0.002686586,0.006086681],"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":[0.00006374223,0.0000301228,0.0003945398,0.00004018827,0.00001100762,0.0007500189,0.00006313735,0.00003926686,0.0001568767,0.002312224,0.9915819,0.004557001],"study_design_scores_gemma":[0.0001128675,0.00005983581,0.001395347,0.0004337349,0.00003000149,0.0007206767,0.000640076,0.0003282744,0.0001511654,0.007052146,0.9889854,0.00009051539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000326311,0.0007385148,0.0001010429,0.9563416,0.0251159,0.00004352355,0.00009436281,0.00005406143,0.01718465],"genre_scores_gemma":[0.0013708,0.0003676925,0.000105638,0.9431003,0.01210537,0.00006923465,0.00002928674,0.0000276793,0.04282406],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.132079,"threshold_uncertainty_score":0.2145027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015388088599835,"score_gpt":0.2594900856139384,"score_spread":0.22933620472794,"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."}}