{"id":"W2911321259","doi":"10.1161/circimaging.118.008271","title":"Form Follows Function?","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Imaging","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Function (biology); Mathematics; Biology; Evolutionary biology","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":[0.000927123,0.0003727882,0.0005145769,0.0003352565,0.001184205,0.001488268,0.000630102,0.006498442,0.03191218],"category_scores_gemma":[0.007583135,0.0001275186,0.0002858862,0.0002668697,0.00170486,0.00266933,0.001008337,0.00698628,0.01957977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001428844,"about_ca_system_score_gemma":0.0007660829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240167,"about_ca_topic_score_gemma":0.0021074,"domain_scores_codex":[0.9992189,0.0002920781,0.00005911848,0.0001234654,0.0001742707,0.0001321706],"domain_scores_gemma":[0.9988657,0.0005147028,0.00009852871,0.00008264098,0.0002284658,0.0002100106],"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":[0.0001128577,0.00003802956,0.002792454,0.00009004589,0.00001150071,0.006689467,0.0003094213,0.00006251517,0.0002379898,0.03048054,0.8634412,0.09573389],"study_design_scores_gemma":[0.00005788683,0.00004694628,0.001330997,0.0004078435,0.000008801869,0.02048956,0.0006342246,0.0002169646,0.0001282613,0.0377326,0.938928,0.00001792594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002416544,0.01096405,0.001050686,0.906015,0.02279475,0.00002488489,0.0001447925,0.0001168302,0.0564725],"genre_scores_gemma":[0.07821365,0.01458775,0.001150217,0.7389322,0.07128739,0.00008302199,0.0002669746,0.0001287779,0.09534991],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03191218,"threshold_uncertainty_score":0.1067569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174976253353641,"score_gpt":0.234706218758497,"score_spread":0.2229564562249606,"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."}}