{"id":"W4284671607","doi":"10.17504/protocols.io.j8nlkkpxwl5r/v1","title":"[RETRACTED] ProDentim Reviews - Is Worth For Money? Read This Before You Try It!ProDentim Reviews - Is Worth For Money? Read This Before You Try It! v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Quality (philosophy); Business; Medicine; Internet privacy; Advertising; Computer science; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004389481,0.002280394,0.003076731,0.004953908,0.002513974,0.01083064,0.005130427,0.01158207,0.6287794],"category_scores_gemma":[0.03671723,0.00210304,0.003094603,0.004776111,0.001299532,0.007652009,0.002625315,0.007597114,0.6137837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176748,"about_ca_system_score_gemma":0.006191156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00888663,"about_ca_topic_score_gemma":0.01981139,"domain_scores_codex":[0.9934167,0.0006255741,0.0005614117,0.0005305206,0.004270127,0.0005956118],"domain_scores_gemma":[0.9643418,0.003884654,0.002414763,0.002094789,0.02362615,0.003637763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001116127,0.00002056493,0.00001426021,0.00020494,0.000003422918,0.0000181679,0.000005574116,0.00001068925,0.00006425434,0.0001703421,0.9855768,0.01389988],"study_design_scores_gemma":[0.00004194405,0.00003738863,0.0001768076,0.0003379637,0.000005649551,0.00006950779,0.00001063565,0.00003460736,0.00007923865,0.0002218699,0.9989709,0.00001349682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003762434,0.01248386,0.002674586,0.04425225,0.09444448,0.003542895,0.01031959,0.01834276,0.8135633],"genre_scores_gemma":[0.001467637,0.005051551,0.001812432,0.04118621,0.0129637,0.001198327,0.00510908,0.002903769,0.9283073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3712206,"threshold_uncertainty_score":0.5295011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05937160662832522,"score_gpt":0.3625113860126757,"score_spread":0.3031397793843505,"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."}}