{"id":"W2584743144","doi":"10.1186/s13063-017-1804-z","title":"The pathway to RCTs: how many roads are there? Examining the homogeneity of RCT justification","year":2017,"lang":"en","type":"review","venue":"Trials","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Randomized controlled trial; Medicine; Specialty; Otorhinolaryngology; MEDLINE; Alternative medicine; Evidence-based medicine; Family medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.5241974,0.0006559181,0.01794806,0.0002905661,0.0008240794,0.003283477,0.009017455,0.0002924894,0.001137816],"category_scores_gemma":[0.3751034,0.0001800968,0.006393149,0.001015531,0.0001510232,0.0001321488,0.0003934765,0.0003006095,0.0024311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005229916,"about_ca_system_score_gemma":0.0003101874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001073106,"about_ca_topic_score_gemma":0.00004606372,"domain_scores_codex":[0.8645921,0.1018634,0.02411652,0.001786521,0.007157843,0.0004835737],"domain_scores_gemma":[0.831769,0.07618337,0.06936153,0.02070934,0.00176886,0.000207855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002871664,0.00001127956,0.00001230266,0.0008317972,0.0005004158,0.000001232846,0.00008680786,0.000001178355,0.000001619395,0.0008510299,0.02102788,0.9766716],"study_design_scores_gemma":[0.00006714013,0.00002041019,0.0001844581,0.002307808,0.002569099,0.00000482256,0.0003400051,0.000009859415,0.000004238826,0.0005409005,0.9937553,0.0001959501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002634425,0.9872896,0.001427983,0.0007247746,0.001194787,0.005725672,0.0001654742,0.000005409857,0.003439941],"genre_scores_gemma":[0.0004650014,0.9516878,0.0002547215,0.00003911704,0.0007089446,0.0007582002,0.00001345348,0.00003330126,0.04603952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764757,"threshold_uncertainty_score":0.9997753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9685519284326686,"score_gpt":0.6420126394812646,"score_spread":0.3265392889514039,"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."}}