{"id":"W4235834017","doi":"10.21037/jtd.2019.02.75","title":"Uncharted territory","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":[0.0045245,0.0006901339,0.001406549,0.0007991098,0.01539493,0.01371094,0.002005138,0.09486278,0.03738548],"category_scores_gemma":[0.02508713,0.000858599,0.001335357,0.0006644385,0.01164837,0.006989318,0.00812555,0.08272342,0.01323137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007487484,"about_ca_system_score_gemma":0.02036942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01826642,"about_ca_topic_score_gemma":0.04892742,"domain_scores_codex":[0.9944217,0.001103018,0.000343103,0.0008389175,0.001291359,0.00200205],"domain_scores_gemma":[0.9873437,0.004045939,0.0005105491,0.0005823096,0.001397249,0.006120292],"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":[0.00002933138,0.00003862541,0.0006101766,0.00005136299,0.00002448881,0.002793233,0.0006230061,0.00005863075,0.0001943385,0.02775956,0.9601492,0.007668018],"study_design_scores_gemma":[0.00002997664,0.00001955027,0.0006399021,0.0003275371,0.00001366874,0.0007757037,0.001405933,0.00009218568,0.0000686021,0.02580819,0.9707822,0.000036478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005441542,0.001563551,0.00009904729,0.9629438,0.01736388,0.00001050228,0.00003253285,0.00001466611,0.01742787],"genre_scores_gemma":[0.005733841,0.0007761774,0.00008047637,0.9514721,0.01348371,0.00002669445,0.00001571451,0.00002011382,0.02839127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09486278,"threshold_uncertainty_score":0.1250669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674429694398171,"score_gpt":0.3256952169076245,"score_spread":0.3089509199636428,"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."}}