{"id":"W2581059334","doi":"10.1186/s13063-016-1743-0","title":"Review and publication of protocol submissions to Trials – what have we learned in 10 years?","year":2016,"lang":"en","type":"letter","venue":"Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"British Heart Foundation; Cancer Research UK","keywords":"Protocol (science); Medicine; Clinical trial; Publishing; Alternative medicine; Medical education; Medical physics; Pathology","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":[0.4831169,0.001958821,0.006086946,0.005334573,0.008505052,0.02598073,0.01130494,0.05375505,0.008203941],"category_scores_gemma":[0.7840477,0.003549238,0.005755881,0.007698564,0.02388212,0.03207719,0.009367396,0.08479069,0.01909855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0198849,"about_ca_system_score_gemma":0.05262157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004332489,"about_ca_topic_score_gemma":0.009809081,"domain_scores_codex":[0.4712263,0.2935883,0.1108507,0.01459986,0.1051028,0.004631991],"domain_scores_gemma":[0.1096603,0.5402071,0.07109466,0.04362049,0.2172393,0.01817806],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001855391,0.00004007718,0.000284868,0.002356026,0.0001466168,0.0004117887,0.0007946346,0.00008866219,0.0001078034,0.006137278,0.9366748,0.05277191],"study_design_scores_gemma":[0.0004322054,0.0001918227,0.0005706769,0.007578933,0.0001074506,0.001279357,0.0007229069,0.0004580369,0.0002124046,0.02001801,0.9681876,0.0002407107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009890555,0.01025713,0.001811326,0.9084433,0.0779376,0.0001303454,0.00004441277,0.0001144888,0.001162534],"genre_scores_gemma":[0.002240522,0.01766551,0.009541453,0.8010903,0.1656775,0.0005732813,0.0001456842,0.0002862059,0.002779597],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5168831,"threshold_uncertainty_score":0.6374089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9340683205101145,"score_gpt":0.6589292693677636,"score_spread":0.2751390511423508,"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."}}