{"id":"W2161212484","doi":"10.2106/jbjs.k.01412","title":"The Dangers of Stopping a Trial Too Early","year":2012,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"History; Psychology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6076207,0.002102904,0.00688786,0.004893249,0.003433367,0.008694004,0.004322845,0.01841344,0.003189627],"category_scores_gemma":[0.7513285,0.00244199,0.00676937,0.006106691,0.007971914,0.01658755,0.003701092,0.02347186,0.002080004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005702408,"about_ca_system_score_gemma":0.01283308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670478,"about_ca_topic_score_gemma":0.002231786,"domain_scores_codex":[0.3841764,0.4657869,0.08208841,0.01222807,0.05371066,0.002009545],"domain_scores_gemma":[0.1064036,0.7933536,0.04468573,0.02257456,0.02936429,0.003618314],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009704235,0.001067304,0.02640335,0.03711657,0.005331285,0.002525743,0.0143555,0.004044399,0.003646766,0.1058803,0.08958251,0.7003421],"study_design_scores_gemma":[0.006913668,0.006930766,0.02960386,0.07317596,0.004574827,0.004527781,0.003570822,0.01044933,0.007481462,0.4677496,0.3837749,0.001247004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04723251,0.2153523,0.2513769,0.4181531,0.03507699,0.01179031,0.00132467,0.00177168,0.01792161],"genre_scores_gemma":[0.202516,0.05150303,0.4079749,0.2948612,0.01681669,0.01889657,0.0007815845,0.001134186,0.005515805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3923793,"threshold_uncertainty_score":0.4838735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04154609715850668,"score_gpt":0.264425236823967,"score_spread":0.2228791396654603,"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."}}