{"id":"W4417201100","doi":"10.1158/1557-3265.earlyonsetca25-a003","title":"Abstract A003: Unfinished Stories: Consequences of Melanoma Clinical Trial Discontinuation and Non-Publication","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discontinuation; Clinical trial; Psychological intervention; Melanoma; Logistic regression; MEDLINE; Clinical research; Cancer","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":["metaresearch"],"category_scores_codex":[0.2515384,0.0007612246,0.001753264,0.009898045,0.002790746,0.008008356,0.002499748,0.003511865,0.01803888],"category_scores_gemma":[0.6421352,0.0008985157,0.006227965,0.01835625,0.003010303,0.006509192,0.003730318,0.004207667,0.002640543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004019831,"about_ca_system_score_gemma":0.008370026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238092,"about_ca_topic_score_gemma":0.003400146,"domain_scores_codex":[0.6289853,0.2200637,0.08585327,0.01089024,0.05046392,0.003743626],"domain_scores_gemma":[0.09079653,0.7086266,0.1507335,0.0237262,0.02247502,0.003642149],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01409869,0.0004320674,0.3905693,0.08458656,0.01674973,0.002693756,0.004211999,0.00141093,0.0007792187,0.01348662,0.183763,0.2872181],"study_design_scores_gemma":[0.004267385,0.002199412,0.4508724,0.09922866,0.02402543,0.007675761,0.005691407,0.007003522,0.003441964,0.0563074,0.3387364,0.0005502496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3004283,0.1829406,0.032458,0.2813088,0.01057083,0.008953286,0.1144322,0.001694517,0.06721351],"genre_scores_gemma":[0.871939,0.0293104,0.01630358,0.04620996,0.005692972,0.007923624,0.01451171,0.0007923504,0.007316396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9964882,"threshold_uncertainty_score":0.9229864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2408431870176684,"score_gpt":0.550600989740054,"score_spread":0.3097578027223856,"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."}}