{"id":"W2025933761","doi":"10.1136/bmj.b951","title":"Canadian doctors admit earning thousands in trial recruitment fees","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Actuarial science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02886877,0.0007692951,0.001467645,0.001778645,0.01674036,0.008766648,0.002963622,0.01965537,0.04816938],"category_scores_gemma":[0.1140606,0.001054611,0.001920459,0.002860197,0.006306961,0.003630435,0.003448691,0.02051542,0.0116922],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03102855,"about_ca_system_score_gemma":0.08594836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6301234,"about_ca_topic_score_gemma":0.7879092,"domain_scores_codex":[0.9590542,0.004256375,0.002062382,0.002100311,0.02742484,0.005101915],"domain_scores_gemma":[0.8934523,0.02389344,0.003894276,0.005560614,0.03881609,0.03438324],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004647952,0.00001063138,0.0006400184,0.00002878208,0.00001345765,0.0001102418,0.0001862849,0.00001577306,0.0001015887,0.002735772,0.9859103,0.01020067],"study_design_scores_gemma":[0.00005235723,0.00003745429,0.002053962,0.0001408947,0.00002148501,0.0002133384,0.0003650527,0.00007519134,0.0001184655,0.001204444,0.9956649,0.00005243173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001120987,0.002577644,0.0005304434,0.9575216,0.01547376,0.00008235227,0.0003692037,0.0003095826,0.02201439],"genre_scores_gemma":[0.01336493,0.002573134,0.002236958,0.888912,0.005429507,0.0001038132,0.0003665551,0.0002288507,0.08678432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9803447,"threshold_uncertainty_score":0.7441097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3003578512559422,"score_gpt":0.5106372128483364,"score_spread":0.2102793615923942,"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."}}