{"id":"W2607863285","doi":"10.15173/m.v1i26.945","title":"Experimental Drugs: Last Hope or Line Crossed?","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peer review; Biology","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":[0.0366299,0.001564965,0.003283699,0.001613925,0.004428258,0.0122008,0.005834376,0.02777458,0.03494038],"category_scores_gemma":[0.1202226,0.0007501749,0.002856473,0.001121151,0.008286718,0.02319259,0.004760138,0.04233332,0.01425331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005076495,"about_ca_system_score_gemma":0.009175525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801638,"about_ca_topic_score_gemma":0.005797159,"domain_scores_codex":[0.9780122,0.007875477,0.002419638,0.002122691,0.008160098,0.001409811],"domain_scores_gemma":[0.9160166,0.05164495,0.003859338,0.00445408,0.01896553,0.005059466],"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":[0.0002426355,0.00005397072,0.0001056825,0.001225932,0.000115392,0.0001770288,0.0002515036,0.00004485057,0.0004024183,0.05398927,0.8911526,0.05223879],"study_design_scores_gemma":[0.0001739487,0.0001239886,0.000200284,0.002229359,0.0001812055,0.0002127174,0.001002966,0.0001623577,0.0005206225,0.06978207,0.9253194,0.00009101442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001440541,0.02796361,0.001110422,0.819749,0.1420888,0.00003387648,0.0001289674,0.00006411221,0.008717111],"genre_scores_gemma":[0.008695376,0.03877919,0.003884919,0.7867442,0.1409292,0.0001925402,0.0001450476,0.0001648032,0.02046465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0366299,"threshold_uncertainty_score":0.1937197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837402046061935,"score_gpt":0.3854737271886026,"score_spread":0.3470997067279832,"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."}}