{"id":"W83501494","doi":"10.1139/i09-237","title":"Awareness of industry bias (management of dysfunctional tear syndrome: a Canadian consensus. Vol. 44[4]).","year":2010,"lang":"en","type":"letter","venue":"PubMed","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dysfunctional family; Management; Psychology; Business; Medicine; Clinical psychology; Economics","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"],"consensus_categories":[],"category_scores_codex":[0.01606007,0.0004031394,0.0009983991,0.00160877,0.004518531,0.003286346,0.002868458,0.02557163,0.007098468],"category_scores_gemma":[0.08910589,0.0004994912,0.001267281,0.001984766,0.005314826,0.003104131,0.002014093,0.01654446,0.002563264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01327377,"about_ca_system_score_gemma":0.02529163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1607109,"about_ca_topic_score_gemma":0.2108737,"domain_scores_codex":[0.979637,0.005810176,0.00354182,0.001215095,0.00795648,0.001839428],"domain_scores_gemma":[0.9029228,0.04360696,0.008720306,0.001813161,0.03733038,0.005606391],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006234291,0.00003217289,0.005804377,0.0005686375,0.00003741486,0.0037649,0.0007413857,0.0001082519,0.0003946752,0.003637524,0.9124669,0.07238144],"study_design_scores_gemma":[0.0001726993,0.00008092392,0.01998607,0.004778949,0.0001663153,0.01865642,0.002368861,0.0005245466,0.0007332516,0.008544323,0.943823,0.0001647308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001395349,0.009644887,0.0003205337,0.9714705,0.007731502,0.00001800553,0.00008157026,0.00002213438,0.009315484],"genre_scores_gemma":[0.06751093,0.02241303,0.002174758,0.8662997,0.03204305,0.000083388,0.0002646786,0.00005940848,0.009151033],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9839399,"threshold_uncertainty_score":0.3195509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052360174314049,"score_gpt":0.2346794576639515,"score_spread":0.204155855920811,"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."}}