{"id":"W2518974637","doi":"10.1001/jama.2016.5179","title":"Snakes on a Dock","year":2016,"lang":"en","type":"letter","venue":"JAMA","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":[0.0008214355,0.0006808346,0.0005389243,0.0006920159,0.004465598,0.00290558,0.0009030371,0.006674543,0.3823731],"category_scores_gemma":[0.005868943,0.0003726221,0.0009183594,0.0003924074,0.001034968,0.003148236,0.002735424,0.009385578,0.191788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009552817,"about_ca_system_score_gemma":0.001372861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004248224,"about_ca_topic_score_gemma":0.008263575,"domain_scores_codex":[0.9992836,0.0001123075,0.00005360871,0.00007635621,0.0003040801,0.0001700132],"domain_scores_gemma":[0.9984879,0.0003270713,0.00006373857,0.0001517142,0.0004139361,0.0005555485],"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":[0.00002873273,0.00003520741,0.0001454181,0.00001515488,0.000001916311,0.0009402024,0.00006543822,0.00002176521,0.0001218966,0.001976634,0.9873109,0.009336751],"study_design_scores_gemma":[0.000009659488,0.00002230238,0.0001971743,0.00004977898,0.000001631636,0.0008673129,0.0001966667,0.0000667765,0.00006541214,0.001495633,0.9970207,0.000006947833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002788369,0.002141973,0.00253117,0.2476276,0.04112476,0.0002645559,0.0006093433,0.00264134,0.700271],"genre_scores_gemma":[0.009788421,0.0008735463,0.0009939409,0.1111256,0.004507952,0.00006561282,0.000205047,0.0004320114,0.8720079],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3823731,"threshold_uncertainty_score":0.8809698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4816263274424456,"score_gpt":0.5556782440917541,"score_spread":0.07405191664930855,"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."}}