{"id":"W4211062734","doi":"10.1002/14651858.mr000033.pub2","title":"Industry sponsorship and research outcome","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":605,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Outcome (game theory); Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.163003,0.001248401,0.005029168,0.01254353,0.001245827,0.00641668,0.002923077,0.002917665,0.01268655],"category_scores_gemma":[0.441924,0.0006408844,0.007669993,0.02391366,0.002842929,0.005826679,0.003886213,0.0028926,0.001111551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004710028,"about_ca_system_score_gemma":0.009514177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606126,"about_ca_topic_score_gemma":0.001379648,"domain_scores_codex":[0.7244295,0.1417839,0.08934464,0.009376726,0.0324983,0.002566886],"domain_scores_gemma":[0.3334636,0.4538524,0.1721614,0.01113821,0.02586597,0.003518376],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.009305366,0.0004796378,0.2519758,0.4939216,0.0599917,0.0007493665,0.004575889,0.00157169,0.0003036007,0.009088299,0.01818302,0.149854],"study_design_scores_gemma":[0.007414587,0.004834069,0.3856619,0.3472787,0.1098723,0.003864428,0.00498329,0.002816202,0.002069733,0.03220771,0.09846284,0.0005342304],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1014952,0.8197774,0.009676661,0.01869993,0.002642442,0.006668989,0.02090477,0.0001518791,0.01998267],"genre_scores_gemma":[0.8091664,0.142646,0.0138707,0.003953629,0.001864974,0.01781232,0.008852809,0.0001314056,0.001701753],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.836997,"threshold_uncertainty_score":0.8620524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6024659301336123,"score_gpt":0.5305238547834605,"score_spread":0.07194207535015174,"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."}}