{"id":"W2993302639","doi":"10.15173/m.v1i31.1849","title":"Understanding Shock and Kill","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Medicine; Psychology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001200377,0.0006911515,0.0006692159,0.0007556591,0.0009673195,0.00310637,0.0009554687,0.002131581,0.004983712],"category_scores_gemma":[0.001168431,0.000229007,0.0004015899,0.000308281,0.004714953,0.005174092,0.001928115,0.004359651,0.001746844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804664,"about_ca_system_score_gemma":0.001476129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007377585,"about_ca_topic_score_gemma":0.0008407363,"domain_scores_codex":[0.9993539,0.0002166879,0.00002845804,0.00009582814,0.0001870275,0.0001180426],"domain_scores_gemma":[0.9995489,0.0001862252,0.00006099511,0.00003394999,0.00008370072,0.00008625938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002802418,0.0001459521,0.001408628,0.003309898,0.00005800438,0.0007193941,0.003713736,0.0007439678,0.02821963,0.5154434,0.05651145,0.3894457],"study_design_scores_gemma":[0.00001860382,0.0002943418,0.0009717332,0.0006909737,0.0000278949,0.001726089,0.00144641,0.0005014665,0.007451655,0.1282841,0.858552,0.00003476719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01814126,0.7792807,0.03974745,0.07034647,0.00882153,0.000118524,0.0001334433,0.0003434015,0.08306716],"genre_scores_gemma":[0.2398956,0.6222708,0.02455134,0.04559494,0.006510007,0.0002791407,0.000183569,0.0001632261,0.0605514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004983712,"threshold_uncertainty_score":0.01667219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08660002896435043,"score_gpt":0.3053430238489557,"score_spread":0.2187429948846053,"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."}}