{"id":"W1987001026","doi":"10.1002/sim.3882","title":"The analysis of treatment effects for recurring episodic conditions","year":2010,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Migraine; Disease; Neurology; Clinical trial; Asthma; Chronic Migraine; Intensive care medicine; Pediatrics; Psychiatry; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0007194967,0.0001048501,0.0004329413,0.0001515209,0.00009903665,0.000006610088,0.000111128,0.00004366142,0.0001069268],"category_scores_gemma":[0.01306932,0.00006093,0.00004322972,0.0003664664,0.00033616,0.000009932764,0.00001121999,0.0001214149,7.841455e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350349,"about_ca_system_score_gemma":0.0000373889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008993749,"about_ca_topic_score_gemma":0.001027053,"domain_scores_codex":[0.9990473,0.00008814958,0.0004088742,0.00013997,0.0001359378,0.0001798029],"domain_scores_gemma":[0.9737039,0.02571021,0.0001466037,0.0002692181,0.0001128514,0.00005717666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001318026,0.00004340235,0.000856934,0.00007245276,0.0001947325,0.000003545419,0.0002723387,8.051727e-7,0.0007144101,0.9408486,0.0008329289,0.05614667],"study_design_scores_gemma":[0.0006231048,0.0003624444,0.009860262,0.00005619047,0.001060424,7.862782e-7,0.0000831023,0.008149277,0.0002386891,0.9789789,0.0005196871,0.00006714374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006656025,0.00003087839,0.9912464,0.0001809544,0.0003507096,0.0003887877,0.0005145984,0.00001032462,0.0006213056],"genre_scores_gemma":[0.1664364,0.00005416018,0.8331212,0.00002872958,0.00007313053,0.0001383433,0.00004846857,0.00001120199,0.00008834068],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1597804,"threshold_uncertainty_score":0.995244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607669157443555,"score_gpt":0.4436096957470713,"score_spread":0.3975330041726357,"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."}}