{"id":"W1871041953","doi":"10.1016/j.stem.2015.07.016","title":"Patient-Funded Trials: Opportunity or Liability?","year":2015,"lang":"en","type":"article","venue":"Cell stem cell","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"U.S. Department of Health and Human Services","keywords":"Biology; Liability; Bioinformatics; Finance; Business","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"category_scores_codex":[0.2601775,0.001152379,0.004002855,0.00286403,0.005861503,0.02025923,0.007020706,0.08416193,0.01484511],"category_scores_gemma":[0.4537012,0.001666509,0.001702838,0.002651585,0.03745664,0.02756068,0.01061879,0.04421491,0.002794957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006899851,"about_ca_system_score_gemma":0.02024087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363718,"about_ca_topic_score_gemma":0.003838076,"domain_scores_codex":[0.7612984,0.1675432,0.01624144,0.01351435,0.03180884,0.009593807],"domain_scores_gemma":[0.4036955,0.5084279,0.02950645,0.0225084,0.02196599,0.01389577],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002014178,0.00009200584,0.002326865,0.0004123272,0.0002237317,0.0009120252,0.002044538,0.0002272747,0.0002139345,0.8664997,0.09851236,0.02833373],"study_design_scores_gemma":[0.0003867107,0.0001418384,0.001574983,0.00303511,0.0002250198,0.001962696,0.001613795,0.001479365,0.0004603827,0.7775083,0.2114318,0.0001800278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004396836,0.01286305,0.01395292,0.9108815,0.004105353,0.00009001662,0.0001139161,0.00006785402,0.05352857],"genre_scores_gemma":[0.2714622,0.00716388,0.01273241,0.6761672,0.01812234,0.0007136522,0.0001233042,0.000164388,0.01335061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7398225,"threshold_uncertainty_score":0.9123328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2127881385161357,"score_gpt":0.3478677409767478,"score_spread":0.135079602460612,"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."}}