{"id":"W293627076","doi":"10.1016/j.cyto.2013.06.286","title":"283","year":2013,"lang":"en","type":"article","venue":"Cytokine","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002143553,0.0004155908,0.0002459415,0.0007610639,0.0005111154,0.001541243,0.000415898,0.0008248263,0.2569999],"category_scores_gemma":[0.0005624183,0.0001883532,0.0002531187,0.0005291828,0.0003504521,0.0004191703,0.000706412,0.001008008,0.1667071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006472191,"about_ca_system_score_gemma":0.0007863996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114324,"about_ca_topic_score_gemma":0.001480252,"domain_scores_codex":[0.9998005,0.00001776214,0.000009734704,0.00003845174,0.0001087302,0.00002488246],"domain_scores_gemma":[0.9997507,0.00003632006,0.00001421818,0.00003674013,0.000114649,0.00004737652],"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":[0.0003316804,0.0002961775,0.001474627,0.0004409414,0.00002936488,0.0006752543,0.0002017738,0.0002816386,0.07696081,0.03530386,0.458243,0.4257608],"study_design_scores_gemma":[0.00002483618,0.00004460453,0.001561913,0.00007126498,0.000009415105,0.000522361,0.00007847886,0.0001669558,0.009804872,0.002490889,0.985219,0.000005361199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008244689,0.01088379,0.004631986,0.006901728,0.003742951,0.0001452206,0.001775353,0.0005910031,0.9630832],"genre_scores_gemma":[0.02262868,0.005420183,0.001952741,0.001950992,0.0007215537,0.00007771273,0.001826862,0.0001051547,0.9653161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7430001,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474653892534499,"score_gpt":0.2860519015464703,"score_spread":0.2613053626211253,"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."}}